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[Перевод] ПОСТРОЕНИЕ ДОВЕРИЯ К ИИ: как блокчейн повышает целостность, безопасность и конфиденциальность данных
Предуведомление переводчика:
Дальнейшее развитие методологии и технологий обработки персональных данных в компании IDX так или иначе связано с применением ИИ. Наибольшее влияние на этот процесс оказывают две новейших тенденции в области ИИ - агентизация ИИ и применение блокчейнов в архитектуре безопасности отраслевых ИИ-решений. Перевод этой статьи раскрывает основные мотивы применения блокчейнов. Публикация оригинальных результатов последует за этими подготовительными материалами.
Нир Кшетри, профессор менеджмента в Школе Брайана бизнеса и экономики,Университет Северной Каролины [email protected].
Опубликовано в IEEE Computer Societ, февраль, 2025
DOI: 10.1109/MC.2024.3505012
В этой статье рассматривается синергия между блокчейном и искусственным интеллектом (ИИ). Исследуются ключевые преимущества блокчейна, включая повышение безопасности и конфиденциальности данных, возможность децентрализованной разработки ИИ, укрепление этического и нормативного соответствия (комплайанса) в политике управления ИИ, а также защиту интеллектуальной собственности.
По мере того как искусственный интеллект (ИИ) распространяется по отраслям, компаниям все труднее доверять его результатам, а регулирующие органы требуют большей прозрачности и проверяемости алгоритмов.[1] Особенно в связи с быстрым распространением генеративного ИИ (GAI) в организациях, руководители информационных служб (CIO) сталкиваются с беспрецедентной необходимостью реализации политики управления (governance) ИИ для защиты своих предприятий и собственной карьеры.
Понятие AI governance заслуживает примечания переводчика. Во многих переводных текстах AI governance переводят как управление искусственным интеллектом, управление разработками искусственного интеллекта или политикой управления искусственным интеллектом. Все это неточные и даже дезориентирующие варианты. Воспользуемся объяснением термина enterprise governance, из которого явно порожден AI governance. Например, таким определением: “Совокупность обязанностей и практических действий, осуществляемых советом директоров и исполнительным руководством с целью обеспечения стратегического руководства, достижения целей, надлежащего управления рисками и проверки ответственного использования ресурсов предприятия”. Таким образом, речь идет не об оперативном управлении разработками или внедрением, а о разработке набора стратегий и их тактического воплощения. Если смысл этого определения при переносе на практику работы с ИИ понятен, то с термином все равно трудности. В тексте перевода будем стараться справиться с этой терминологической трудность по контексту.
Несмотря на существующие ограничения, быстрый темп инноваций требует от CIO доработки внутренней политики. Многие уже приступили к реализации политик управления, но не все элементы еще внедрены.[2] Другие, возможно, пока не уделяют приоритетного внимания политикам управления ИИ и рискам, но не потому, что их это не волнует, а скорее потому, что они не знают, с чего начать.
Вот некоторые из ключевых областей, где блокчейн может помочь, обеспечивая прозрачность и предоставляя неизменяемые аудиторские записи для систем ИИ. Опрос 608 лиц, принимающих ИТ решения в глобальных компаниях, опубликованный компанией Prove AI (бывшая Casper Labs) в 2023 году, показал, что почти половина (48 %) руководителей считают, что надежные протоколы конфиденциальности и безопасности данных являются наиболее важным фактором для расширения интеграции ИИ с блокчейном. На втором месте - необходимость в прозрачных и проверяемых алгоритмах ИИ для обеспечения подотчетности и предотвращения предвзятости.[3]
Спрос на блокчейн в сфере ИИ, вероятно, будет наиболее актуален там, где он может повысить безопасность, прозрачность и целостность данных, что крайне важно для надежной работы систем ИИ.[4] Например, технология может использоваться для обучения больших языковых моделей (LLM) на верифицируемых наборах данных, гарантируя защиту от постороннего вмешательства, прозрачность и безопасность работы с данными. Платформа на базе блокчейна также позволит обеспечить безопасное распределенное доверие с помощью механизмов консенсуса, устраняя необходимость в традиционных посредниках, таких как правительства.[5]
Было высказано предположение, что сочетание ИИ и блокчейна дает синергетический эффект, поскольку эти технологии дополняют друг друга в нескольких ключевых областях.[6] В данной статье рассматривается этот синергетический эффект с упором на то, как блокчейн улучшает разработку и внедрение ИИ. Среди ключевых областей — повышение безопасности и конфиденциальности данных, обеспечение децентрализованного ИИ, укрепление этического соответствия и защита интеллектуальной собственности.
ПОВЫШЕНИЕ БЕЗОПАСНОСТИ И КОНФИДЕНЦИАЛЬНОСТИ ДАННЫХ
Блокчейн обеспечивает конфиденциальность, отделяя личные данные от вычислений ИИ, что позволяет безопасно обучаться без нарушения конфиденциальности.[7] Ценным следствием этого является улучшение качества верификации идентификационных данных за счет защиты данных от ИИ-управляемых атак на централизованные хранилища; что достигается использованием децентрализованной структуры на базе блокчейна, где ни одна взятая в отдельности база данных не хранит конфиденциальные данные. Проверенные записи в блокчейн реестрах защищены от взлома, что делает попытки подмены данных с помощью ИИ неэффективными ("Приложение 1: SXT: Хранилище данных на блокчейне для верифицируемого ИИ и безопасной интеграции данных"). Криптографические инструменты блокчейна, такие как одноразовые ключи, не позволяют ИИ отслеживать поведение пользователя или идентифицировать его личность [8]. Инструменты защиты конфиденциальности, такие как доказательства с нулевым разглашением (ZK), защищают конфиденциальную информацию [9]. Благодаря этим инструментам блокчейн обеспечивает безопасную верификацию без раскрытия персональных данных, предлагая устойчивую альтернативу традиционным системам, уязвимым для эксплойтов с использованием ИИ.[8]
Прим. перев. — Кажется, что это важный этап в развитии ИИ — встраивание механизмов защиты от другого, враждебного ИИ.
Федеративное обучение с использованием блокчейна становится ключевой стратегией обучения моделей ИИ на децентрализованных устройствах или серверах с использованием децентрализованных данных. Такой подход сохраняет конфиденциальность данных и минимизирует риски утечки данных.[10] В медицинском секторе этот подход повышает надежность и способности моделей ИИ к обобщению на множестве различных групп пациентов, обеспечивая целостность данных путем создания безопасного, неизменяемого реестра для отслеживания происхождения данных и проверки подлинности медицинских данных. Инициатива Federated Tumor Segmentation использует этот подход для улучшения моделей сегментации опухолей головного мозга, сохраняя при этом конфиденциальность данных пациентов и соблюдая правила конфиденциальности, такие как Общее положение о защите данных (GDPR) и Закон о переносимости и подотчетности медицинского страхования (HIPAA).[10]
Модели ИИ, как и любые другие платформы, подвержены различным угрозам кибербезопасности. Например, риск того, что злоумышленники могут внедрить в обучающие данные чатбота LLM триггерные фразы, такие как «специальная скидка», остается значительным. Это заставляет чатбота генерировать фишинговые ответы. Процесс атаки включает выявление триггеров, добавление зараженных данных, уточнение модели и развертывание вредоносных ответов при использовании триггера. Эти скрытые уязвимости представляют собой серьезный риск для безопасности, особенно при использовании сторонних данных или агентов. Для снижения таких угроз крайне важна тщательная оценка и проверка внешних данных. Атака через запросы подразумевает встраивание в запрос пользователя триггерной фразы, которая побуждает модель выполнить вредоносное действие. Атака осуществляется путем загрязнения обучающих данных такими триггерами, в результате чего модель учится связывать их с вредоносными результатами.[11] Аналогичным образом, вмешательство в запросы подразумевает несанкционированное изменение запросов, что может привести к нарушению безопасности и конфиденциальности. Подобные действия обычно преследуют такие цели, как кража данных, финансовое мошенничество, нарушение работы сервисов или кража конфиденциальной информации [4]. Блокчейн может решить проблемы, подобные тем, что были отмечены ранее, и повысить безопасность ИИ за счет децентрализации структуры данных, использования криптографических мер и применения верифицируемого реестра, который предотвращает несанкционированную фальсификацию данных и обеспечивает прозрачный аудиторский след для проверки решений ИИ [7]. Например, технология подтверждения структурированного языка запросов компании SxT обеспечивает целостность данных, проверяя, что базы данных и запросы в ее хранилище не были подделаны.[12] Технология обеспечивает безопасную передачу запросов с помощью сквозного шифрования, сводя к минимуму риск несанкционированных изменений и предотвращая подделку запросов.[4]
Сочетание блокчейна и искусственного интеллекта обладает огромным потенциалом для защиты конфиденциальных данных, особенно в таких отраслях, как финансы и здравоохранение. Уже появились некоторые новые подходы к управлению конфиденциальными данными в здравоохранении с помощью ИИ и блокчейна. Например, британская компания Medicalchain, специализирующаяся на медицинских технологиях, использует блокчейн для создания безопасных и прозрачных систем медицинских записей, обеспечивающих конфиденциальность доступа к ним как для пациентов, так и для врачей.[10] ИИ и блокчейн демонстрируют свою ценность: федеративное обучение позволяет больницам обучать модели ИИ на разнообразных высококачественных данных, сохраняя конфиденциальность и безопасность конфиденциальных данных пациентов.[13] В итоге предиктивная аналитика может сделать здравоохранение более проактивным, позволяя оценивать риски на ранней стадии, а ИИ ускоряет разработки, открывая новые пути в биологии и механизмы заболеваний. Это способствует разработке инновационных методов лечения и улучшает поддержку принятия клинических решений для медицинских работников, что приводит к появлению более эффективных вариантов лечения с меньшим количеством побочных эффектов.[14] Эти технологии повышают точность диагностики, персонализируют лечение и улучшают результаты лечения. Мультимодальные системы ИИ, обрабатывающие текстовые данные, изображения и геномику, выигрывают от федеративного обучения и блокчейна, обеспечивая этичное и безопасное использование комплексных данных для точного и персонализированного лечения.[10] Одной из областей, где блокчейн повышает конфиденциальность, является мультиомика, которая объединяет несколько типов омических данных по одним и тем же пациентам[15], таких как данные геномики (изучение ДНК человека), транскриптомики (изучение РНК человека), эпигенетики (изучение изменений в экспрессии генов человека) и протеомики (изучение белков человека), чтобы обеспечить полное понимание молекулярных изменений, связанных с нормальным развитием, клеточными реакциями и заболеваниями.[16] Интеграция мультиомики с помощью ИИ способствует развитию персонализированной медицины, выявляя биомаркеры, облегчая раннее обнаружение заболеваний и обеспечивая точное ведение пациентов.[14] Эпигеномная информация, включающая изучение изменений в экспрессии генов под влиянием факторов окружающей среды и образа жизни, способна значительно повысить точность портретов лиц, созданных на основе геномных данных. Однако такая возможность может привести к проблемам с конфиденциальностью в ситуациях, когда люди хотят сохранить в тайне свои прошлые физические черты, например после пластической операции по устранению повреждений после аварии.[17] Блокчейн может решить эти проблемы, обеспечив безопасность и конфиденциальность геномных и мультиомических данных, сделав записи неизменяемыми, используя шифрование и децентрализованные идентификаторы для защиты конфиденциальности. Блокчейн эффективно масштабируется по мере роста объема данных, смарт-контракты позволяют отдельным лицам в режиме реального времени контролировать доступ к данным, а прозрачные контрольные журналы обеспечивают подотчетность. Это позволяет безопасно обмениваться медицинскими записями между поставщиками и исследователями, способствуя созданию взаимосвязанной экосистемы здравоохранения при сохранении конфиденциальности и соблюдении нормативных требований. [14]
СОДЕЙСТВИЕ ДЕЦЕНТРАЛИЗОВАННОЙ РАЗРАБОТКЕ ИИ
Концепция «децентрализованного ИИ» (DeAI) предполагает прозрачный ИИ с открытым исходным кодом с применением нескольких технологий блокчейна. Децентрализованное хранение и распределенные вычислительные сети повышают целостность данных, а смарт-контракты обеспечивают прозрачный доступ к моделям и их отслеживание.[9] Федеративное ончейн-обучение поддерживает совместное обучение моделей без обмена данными. Кроссчейн-мосты и оракулы предоставляют в режиме реального времени данные, не входящие в блокчейн, а инструменты обеспечения конфиденциальности, такие как ZK-доказательства, защищают конфиденциальную информацию. Эта система способствует созданию совместной, децентрализованной альтернативы централизованным ИИ, хотя общепринятое определение DeAI еще не выработано.[9]
Возможно, наиболее заметной особенностью слияния Web3 и ИИ является то, что оно не только меняет способы распределения ресурсов ИИ, но и создает механизмы вознаграждения за вклад в данные. Поскольку системы ИИ все больше полагаются на огромные объемы данных, в особенности на информацию из открытых источников, необходимость справедливого вознаграждения становится все более очевидной. В децентрализованных экосистемах ИИ блокчейн гарантирует, что вкладчики данных и моделей получат компенсацию, предотвращая эксплуатацию их вклада. Благодаря характеристикам прозрачности блокчейна, авторы данных могут быть вознаграждены за свою работу и получать вознаграждение напрямую, часто в виде токенов или цифровых активов. Такой подход способствует формированию среды сотрудничества, в которой ценность данных признается и должным образом вознаграждается. Кроме того, децентрализация позволяет частным лицам и компаниям безопасно обмениваться собственными данными, используя такие технологии, как федеративное обучение, и при этом сохранять право собственности и контроль над своим вкладом. Таким образом, эта система не только демократизирует доступ к инструментам ИИ, но и обеспечивает более справедливое распределение экономических выгод от ИИ.[18]
Токенизация на основе блокчейна также может способствовать привлечению средств для моделей ИИ. Например, ORA, протокол верифицируемого оракула, который интегрирует ИИ и сложные вычисления в блокчейн-среду, стал пионером концепции «первичного предложения модели (Initial Model Offering— IMO)». Привлеченные средства могут быть использованы для финансирования обучения модели, которое требует больших затрат и значительных ресурсов GPU. Владельцы токенов владеют моделями, запущенными на ORA, что позволяет им получать прибыль от успеха моделей.[19] Таким образом, токенизация моделей ИИ создает возможности для дробного владения, позволяя частным лицам инвестировать в эти модели и получать прибыль от генерируемых ими доходов, способствуя более инклюзивному подходу к ИИ.[20] Модели также имеют открытый исходный код, что обеспечивает прозрачность для инвесторов. Такой подход решает распространенную проблему в сфере ИИ, когда для получения прибыли инвесторам необходимо иметь собственные модели. ORA обеспечивает соблюдение лицензий с открытым исходным кодом, не позволяя разработчикам просто копировать код, чтобы эксплуатировать создателей. [19]
Неудивительно, что ИИ, который раньше был уделом богатых ресурсами корпораций и учреждений, становится все более доступным благодаря интеграции с блокчейном. Децентрализация не только расширяет круг участников, но и позволяет более справедливо монетизировать результаты ИИ, поощряя вклад как небольших разработчиков, так и обычных пользователей. Децентрализованные платформы трансформируют разработку ИИ, обеспечивая безопасное и прозрачное сотрудничество, позволяя разнообразным участникам принимать участие в обучении моделей. Такая демократизация ИИ также предоставляет обычным пользователям доступ к таким мощным инструментам, как чат-боты и предиктивное программное обеспечение, позволяя им интегрировать решения ИИ в различные аспекты своей повседневной жизни. [20]
УКРЕПЛЕНИЕ ЭТИЧЕСКОГО И НОРМАТИВНОГО СООТВЕТСТВИЯ (комплайанса) В ПОЛИТИКЕ УПРАВЛЕНИЯ ИИ
Обеспечивая проверяемость, прозрачность и отслеживаемость, блокчейн снижает риск предвзятости или манипуляций и укрепляет политику управления ИИ, преодолевая трудности комплайанса.[20] Эта технология позволяет отслеживать данные, на которых обучался алгоритм, в том числе когда и кем они были собраны, а также шаги, предпринятые для проверки и верификации этих данных. Блокчейн не предотвратит сбивание алгоритмов с пути или проявление предвзятости, но он обеспечит доступное для проверки протоколирование, объясняющее его причины. Блокчейн не является решением проблемы объяснимости или «черного ящика» в моделях ИИ. Сам по себе он не объяснит, почему модель ИИ выдает тот или иной результат. Однако он обещает улучшить ведение учета, что может помочь ответить на этот вопрос. [1]
В таблице 1 приведены примеры трех компаний, демонстрирующих синергию ИИ и блокчейна в сфере управления, этики и соблюдения нормативных требований, показывая, как эти технологии взаимодействуют для повышения прозрачности, подотчетности и соблюдения нормативных требований в различных отраслях. Также утверждается, что использование блокчейна в политике управлении ИИ в меньшей степени подвержено проблемам, возникавшим в более ранних приложениях, таких как отслеживание цепочек поставок. В цепочках поставок у компаний были устоявшиеся методы, что затрудняло переход к сложной технологии блокчейн. Однако в политике управления ИИ отсутствие устоявшихся методов дает блокчейну уникальную возможность стать отраслевым стандартом. [1].
ТАБЛИЦА 1. Синергия ИИ и блокчейна, содействующая политике управления, этике и комплайансу.
Компания | Описание | Как укрепляется управляемость и обеспечивается соблюдение этических и нормативных требований |
nChain | Использование блокчейна BSV для проверки заключений ИИ и выводов, обеспечивая соответствие результатов входным и обучающим данным с помощью криптографического доказательства | Разработчики могут валидировать системы ИИ как беспристрастные и не взломанные. |
EQTY Lab | Запущен ClimateGPT на Hugging Face, интегрирующий блокчейн Hedera для повышения целостности и прозрачности ИИ | Обеспечивает точное отслеживание данных об обучении, повышая подотчетность и устойчивость. |
Prove AI | В сотрудничестве с IBM был разработан блокчейн инструмент для контроля версий в системах ИИ. | Он отслеживает данные и параметры, влияющие на модель, позволяя компаниям возвращаться к более ранним версиям в случае обнаружения предвзятости или неточностей, что повышает прозрачность и проверяемость. |
nChain
Компания nChain продемонстрировала, как блокчейн может проверять результаты работы ИИ, обеспечивая корректную работу, отсутствие ошибок и соблюдение этических норм, защищая при этом конфиденциальные данные. Применив эту технологию к Bitcoin's Satoshi Vision (BSV), блокчейн-платформе, ориентированной на масштабируемость и соответствие нормативным требованиям, nChain продемонстрировала возможность проверки выводов ИИ, обработки запросов и генерации результатов на блокчейне. Этот процесс, включающий криптографические доказательства, гарантирует, что результаты ИИ, такие как предсказания нейронных сетей, генерируются в соответствии с заданными входными и обучающими данными. Этот прорыв обеспечивает прозрачность и подотчетность операций ИИ, а также позволяет осуществлять микроплатежи между пользователями и моделями ИИ, например, при создании произведений искусства или взаимодействии с инструментами ИИ, такими как ChatGPT4. Верификация гарантирует, что разработчики смогут продемонстрировать, что их системы ИИ свободны от этических проблем, таких как предвзятость, и не подвержены вмешательству злого умысла. [21]
EQTY Lab
В январе 2024 года компания EQTY Lab, известная созданием передовых инструментов управления для доверенного ИИ с использованием прикладной криптографии и федеративных систем, запустила ClimateGPT на платформе Hugging Face, интегрировав блокчейн Hedera для повышения целостности и прозрачности ИИ. Предлагая доступ к мультиязычной модели, ClimateGPT объединяет миллиарды точек климатических данных, полученных от Erasmus и обученных Apptek, для поддержки исследователей, политиков и бизнес-лидеров.[22] Блокчейн позволяет точно отслеживать данные обучения, способствуя подотчетности и устойчивости. Эта инициатива, о которой было объявлено на Всемирном экономическом форуме, использует ИИ с открытым исходным кодом для решения климатических проблем, одновременно укрепляя доверие с помощью проверяемых записей в блокчейне. [23]
Prove AI AG
Швейцарская компания Prove AI в сотрудничестве с IBM разработала блокчейн-инструмент для контроля версий в системах искусственного интеллекта. Этот инструмент отслеживает данные и параметры, влияющие на модель, позволяя компаниям возвращаться к более ранним версиям в случае обнаружения предвзятости или неточностей, обеспечивая большую прозрачность и проверяемость[24]. Prove AI использует инфраструктуру Hedera для обеспечения несанкционированного аудита данных ИИ, что крайне важно для обеспечения прозрачности в таких секторах, как финансы, здравоохранение и цепочки поставок. Механизм консенсуса Hedera обеспечивает неизменяемость записей, гарантируя надежность и неизменность данных для обучения ИИ. [25]
ЗАЩИЩАЯ ИНТЕЛЛЕКТУАЛЬНУЮ СОБСТВЕННОСТЬ
Модели GAI, такие как ChatGPT от OpenAI, опираются на огромные объемы обучающих данных, часто полученных из материалов, защищенных авторским правом. Критики централизованных моделей ИИ обращают внимание на то, что эти модели могут использовать контент, на который наложены авторские ограничения. В одном из громких дел The New York Times подала в суд на Microsoft и OpenAI за использование своей интеллектуальной собственности (ИС) без разрешения, приведя примеры, когда GPT-4 создавал измененные версии их контента.[26] В коллективном иске, поданном против OpenAI и Microsoft, утверждается, что компании «украли и коммерчески присвоили» личные данные, использовав их для обучения моделей GAI, включая ChatGPT. Истцы утверждают, что эти данные были взяты из Интернета без согласия, что нарушает права на неприкосновенность частной жизни и наносит ущерб потребителям. Ожидается, что это дело усилит внимание к практике веб-скрапинга и методам сбора данных, используемым компаниями, занимающимися разработкой искусственного интеллекта. По мнению экспертов в области права, это может привести к ужесточению регулирования и требований к раскрытию информации об инструментах ИИ, особенно в отношении использования данных и вопросов конфиденциальности, включая работу с данными о детях. [27] Уже запущены некоторые решения с использованием блокчейна, которые потенциально могут решить многие из упомянутых ранее проблем. Одним из примеров является блокчейн-стартап Story, который предоставляет создателям блокчейн-сеть для подтверждения прав собственности на свою ИС путем ее хранения на платформе. Технология помогает защитить ИС, встраивая в смарт-контракты такие условия, как лицензионные платежи и соглашения о разделе роялти. Эти контракты хранятся в блокчейне и автоматически исполняются при выполнении оговоренных условий. Технология Story делает интеллектуальную собственность правообладателей «программируемой», устанавливая правила использования их контента и стоимость воспроизведения или ремикширования их работ. Такой подход устраняет посредников, обычно участвующих в спорах о краже авторских прав в медиаиндустрии.
Ablo, ИИ инструмент, позволяющий пользователям создавать персонализированные модные вещи с использованием дизайна таких известных брендов, как Balmain и Dolce & Gabbana, — один из примеров компании, использующей технологию Story. Благодаря лицензионным соглашениям и соглашениям о разделе доходов эти модные бренды получают компенсацию за использование их интеллектуальной собственности. Story решает проблему нарушения авторских прав, вызванную моделями GAI, такими как ChatGPT. [26]
ПРОБЛЕМЫ
Хотя безопасность и прозрачность блокчейна повышают аналитические возможности ИИ, обеспечивая использование в моделях сертифицированных наборов данных высокой степени целостности, существует ряд проблем. Одной из ключевых проблем являются первоначальные инвестиции, необходимые для внедрения блокчейна, включая инфраструктуру и обучение. [28]
Еще одна серьезная проблема заключается в том, что децентрализованные системы ИИ сталкиваются с рядом технических препятствий, включая масштабируемость, когда увеличение количества узлов может снизить скорость транзакций.[13] Механизмы консенсуса, размер блока и вычислительная мощность пользователей ограничивают пропускную способность блокчейна, причем даже известные проекты не достигают заявленных показателей транзакций в секунду (TPS). Например, Avalanche заявляла о 4 500 TPS, но, по сообщениям, достигла лишь 2,01, а Bitcoin - всего 4,18 TPS. [29] Еще одна техническая проблема связана с совместимостью различных систем ИИ и блокчейн-платформ, несмотря на то, что технологии кросс-цепочек и стандартизированные протоколы помогают ее решить. [13]
Еще один важный аспект интеграции блокчейна в ИИ заключается в том, что соблюдение таких нормативных актов, как GDPR и HIPAA в здравоохранении, может оказаться сложным. [13] Например, GDPR предполагает наличие контроллера данных (оператора персональных данных — прим. перев.). Субъекты данных отстаивают свои права на защиту данных перед контролером. Децентрализация блокчейна означает отсутствие единого центра управления. Отсутствуют нормативные указания относительно того, как определяется контролер данных в сети блокчейн. [30]
Кроме того, в таких секторах, как цифровая реклама, новизна блокчейна может привести к проблемам доверия и взаимопонимания между заинтересованными сторонами. [28] Утверждается, что основным препятствием на пути внедрения блокчейна в индустрию цифровой рекламы является скорее образовательный, чем технический фактор. [31]
Гарантируя, что модели обучаются на сертифицированных, высокоинтегрированных данных, блокчейн усиливает аналитические возможности ИИ благодаря своей безопасности и проверяемости. Технология играет важнейшую роль в укреплении этических и нормативных норм в управлении ИИ, обеспечивая прозрачность, отслеживаемость и подотчетность, что помогает преодолеть трудности и полностью раскрыть его потенциал. Технологические стартапы используют децентрализованную природу блокчейна для привлечения средств с помощью инновационных моделей, таких как первичное предложение модели. Несмотря на некоторые проблемы, потенциальные преимущества блокчейна делают его достойным внимания, и это необходимый шаг для обеспечения доверия пользователей и стимулирования более широкого внедрения.
ПРИЛОЖЕНИЕ 1. SxT: ХРАНИЛИЩЕ ДАННЫХ НА БЛОКЧЕЙНЕ ДЛЯ ОБЕСПЕЧЕНИЯ ВЕРИФИЦИРУЕМОСТИ ИИ И БЕЗОПАСНОЙ ИНТЕГРАЦИИ ДАННЫХ
Space and Time (SxT) - американский блокчейн-нативное, гибридное транзакционно/аналитическое хранилище данных, специализирующееся на разработке верифицируемого вычислительного слоя, сочетающего искусственный интеллект и блокчейн. Масштабируемая платформа SxT разработана с использованием GPU-ускорения для повышения производительности. Эта инновация призвана повысить надежность и прозрачность вычислений в децентрализованных системах. [4] SxT объединяет информацию из основных блокчейнов, таких как Bitcoin и Ethereum, а также наборы данных не с блокчейна, используя сопроцессор нулевого знания (ZK) - передовой инструмент, который обрабатывает данные, не раскрывая основной информации, обеспечивая конфиденциальность при безопасной обработке масштабных данных. [S1]
На высоком уровне SxT нацелен на решение проблемы верифицируемости в ИИ. Идея заключается в том, чтобы гарантировать, что когда приложение ИИ генерирует результат, его происхождение может быть проверено, а его корректность - подтверждена. Предлагаемый подход использует блокчейн для повышения доверия, прозрачности и подотчетности систем ИИ. [S2]. В функции запроса данных, Proof of SQL, используется технология ZK для обеспечения целостности запроса и данных, лежащих под ним, что делает их верифицируемо неуязвимыми. [4]
Объединяя игровые события с транзакциями в блокчейне (например, действия и активы в игре, которые регистрируются, проверяются и продаются с помощью блокчейна, такие как невзаимозаменяемые токены (NFT)и криптовалюты), платформа SxT обеспечивает лучший игровой процесс и ончейн заработок для пользователей. Аналитика позволяет получить ценные сведения о поведении пользователей и о том, что побуждает их к ончейн покупкам.[4]
Платформы на основе блокчейна, такие как децентрализованное финансирование (DeFi), вероятно, выиграют от SxT благодаря более точной и эффективной интеграции данных. В отличие от традиционных платформ, которые корректируют ставки кредитования на основе кредитного рейтинга, ончейн протоколы кредитования применяют одинаковую ставку ко всем заемщикам из-за того, что смарт-контракты не могут получить доступ к ключевым ончейн-данным. [S3] SxT объединяет данные реального мира с ончейн-транзакциями, позволяя смарт-контрактам запрашивать сложные ончейн-действия, такие как кредитная история кошелька. Это позволяет платформам DeFi создавать продвинутые модели кредитных баллов Web3, объединяя кредитные баллы реального мира с ончейн данными. [4] SxT позволяет протоколам кредитования проверять целостность данных с помощью ZK-доказательств и отправлять баллы смарт-контрактам для персонализированного кредитования. Такие проекты, как Lendvest, беззалоговый протокол, позволяющий выдавать срочные кредиты для платформ кредитования DeFi, интегрируют SxT для разработки решений DeFi, основанных на данных. [S3]
Ссылки
1. I. Bousquette, “AI has a trust problem. Can blockchain help?” Wall Street J., Jan. 11, 2024. Accessed: Nov. 15, 2024. [Online]. Available: https://www.wsj.com/articles/ai-has-a-trust-problem-can-blockchain-help-ba3b26f7
2. P. Rooney, “CIOs look to sharpen AI governance despite uncertainties,” CIO, Nov. 4, 2024. Accessed: Nov. 18, 2024. [Online]. Available: https://www.cio.com/article/3595801/cios-look-to-sharpen-ai-governance-despite-uncertainties.html
3. J. McKendrick, “Blockchain could save AI by cracking open the black box,” ZDNet, Nov. 15, 2023. Accessed: Nov. 16, 2024. [Online]. Available: https://www.zdnet.com/article/blockchain-could-save-ai-by-cracking-open-the-black-box/
4. White Star Capital, “Making smart contracts smarter: Why we invested
in Space and Time,” Medium, Aug. 28, 2024. Accessed: Nov. 16, 2024. [Online].
5. D. W. E. Allen, A. Berg, and B. Markey-Towler, “Blockchain and supply chains: V-form organisations, value redistributions, de-commoditisation and quality proxies,” J. Brit. Blockchain Assoc., vol. 2, no. 1, pp. 1–8, 2019, doi: 10.31585/jbba-2-1-(3)2019.
6. N. Kshetri, “Complementary and synergistic properties of blockchain and artificial intelligence,” IT Prof., vol. 21, no. 6, pp. 60–65, 2019, doi:10.1109/MITP.2019.2940364.
7. “Blockchain for AI security.” AI Masterclass. Accessed: Nov. 16, 2024. [Online]. Available: https://www.aimasterclass.com/glossary/blockchain-for-ai-security
8. R. Jackson, “ID verification without personal data? Blockchain can help,” The Street, Nov. 13, 2024. Accessed: Nov. 14, 2024. [Online]. Available:https://www.thestreet.com/crypto/innovation/id-verification-without-personal-data-blockchain-can-help-#:~:text=Blockchain%20technology%20is%20transforming%20identity,proofs%20without%20risking%20user%20data
9. M. Li, “Watch decentralized AI in 2025: The convergence of AI and crypto,” Forbes, Nov. 12, 2024. Accessed: Nov. 16, 2024. [Online].
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and agents in AI systems.” DZone, Jul. 16, 2024. Accessed: Nov. 16, 2024. [Online]. Available: https://dzone.com/articles/the-hidden-dangers-of-third-party-data-and-agents
12. “Space and time helps customers decode blockchain data with microsoft azure open AI.” Microsoft. Feb. 23, 2024. Accessed: Nov. 15, 2024. [Online].
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14. B. Siwicki, “AI-driven precision healthcare is here – What you need to know,” Healthcare IT News, Nov. 8, 2024. [Online]. Available: https://www.healthcareitnews.com/news/ai-driven-precision-healthcare-here-what-you-need-know
15. Y. Li, T. Herold, U. Mansmann, and R. Hornung, “Does combining numerous data types in multi-omics data improve or hinder performance in survival prediction? Insights from a large-scale benchmark study,” BMC Med. Inform. Decis. Making, vol. 24, no. 1, 2024, Art. no. 244, doi: 10.1186/s12911-024-02642-9.
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17. C. Dupras and E. M. Bunnik, “Toward a framework for assessing privacy risks in multi-omic research and databases,” Am. J. Bioethics, vol. 21, no. 12, pp. 46–64, 2021. doi:10.1080/15265161.2020.1863516.
18. V. Chynoweth, “Web3 meets AI: Blockchain technology revolutionizes the AI landscape,” Forbes, May 8, 2024. Accessed: Nov. 16, 2024. [Online]. Available: https://www.forbes.com/sites/victoriachynoweth/2024/05/08/web3-meets-ai-blockchain-technology-revolutionizes-the-ai-landscape
19. C. Roark, “How to figure out if an AI Crypto project is worth investing in,” Cointelegraph, Nov. 15, 2024. Accessed: Nov. 15, 2024. [Online]. Available: https://cointelegraph.com/news/ai-crypto-project-investing-decentralization
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cointrust.com/market-news/prove-ai-joins-hedera-a-new-era-for-ai-governance-solutions
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pp. 58–61, Jan. 2019, doi: 10.1109/MC.2018.2887322.
Ссылки в приложении 1
S1. J. Crawley, “Blockchain data warehouse space and time raises $20M series A to accelerate development of AI tools,” CoinDesk, Aug. 27, 2024. Accessed: Nov. 15, 2024. [Online]. Available: https://www.coindesk.com/business/2024/08/27/blockchain-data-warehouse-space-and-time-raises-20m-series-a-to-accelerate-development-of-ai-tools/
S2. L. Schwartz, “Exclusive: Microsoft-backed space and time raises $20 million to merge AI and blockchain,” Fortune, Aug. 28, 2024. Accessed: Nov.16, 2024. [Online]. Available: https://fortune.com/crypto/2024/08/27/exclusive-microsoft-space-and-time-framework-lightspeed-arrington-ai-crypto/
S3. Chainwire, “Space and time launches SXT chain testnet at Chainlink SmartCon,” Decrypt, Oct. 30, 2024. Accessed: Nov. 20, 2024. [Online]. Available: https://decrypt.co/289079/space-and-time-launches-sxt-chain-testnet-at-chainlink-smartcon
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09.10.25 11:05
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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09.10.25 11:05
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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09.10.25 11:05
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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09.10.25 11:05
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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11.10.25 04:41
luciajessy3
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11.10.25 10:44
Tonerdomark
A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.
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12.10.25 01:12
harristhomas7376
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12.10.25 01:12
harristhomas7376
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12.10.25 19:53
Tonerdomark
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12.10.25 21:36
blessing
Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.
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13.10.25 01:11
elizabethrush89
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13.10.25 01:11
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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14.10.25 01:15
tyleradams
Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]
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14.10.25 08:46
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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14.10.25 08:46
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
-
14.10.25 08:46
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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15.10.25 18:07
crypto
Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.
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15.10.25 21:52
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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15.10.25 21:52
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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17.10.25 20:17
tyleradams
As time passes, there are an increasing number of frauds involving Bitcoin and other cryptocurrencies. Although there are many individuals who advertise recovering money online, people should use caution in dealing, especially when money is involved. You can trust NVIDIA TECH HACKERS [[email protected]], I promise. They are the top internet recovery company, and as their names indicate, your money is reclaimed as soon as feasible. My bitcoin was successfully retrieved in large part thanks to NVIDIA TECH HACKERS. Ensure that you get top-notch service; NVIDIA TECH HACKERS provides evidence of its work; and payment is only made when the service has been completed to your satisfaction. Reach them via email: [email protected] on google mail
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17.10.25 20:20
lindseyvonn
Have you gotten yourself involved in a cryptocurrency scam or any scam at all? If yes, know that you are not alone, there are a lot of people in this same situation. I'm a Health Worker and was a victim of a cryptocurrency scam that cost me a lot of money. This happened a few weeks ago, there’s only one solution which is to talk to the right people, if you don’t do this you will end up being really depressed. I was really devastated until went on LinkedIn one evening after my work hours and i saw lots of reviews popped up on my feed about [email protected], I sent an email to the team who came highly recommended - [email protected] I started seeing some hope for myself from the moment I sent them an email. The good part is they made the entire process stress free for me, i literally sat and waited for them to finish and I received what I lost in my wallet
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17.10.25 20:22
richardcharles
I would recommend NVIDIA TECH HACKERS to anyone that needs this service. I decided to get into crypto investment and I ended up getting my crypto lost to an investor late last year. The guy who was supposed to be managing my account turned out to be a scammer all along. I invested 56,000 USD and at first, my reading and profit margins were looking good. I started getting worried when I couldn’t make withdrawals and realized that I’ve been scammed. I came across some of the testimonials that people said about NVIDIA TECH HACKERS and how helpful he has been in recovering their funds. I immediately contacted him in his mail at [email protected] so I can get his assistance. One week into the recovery process the funds were traced and recovered back from the scammer. I can't appreciate him enough for his professionalism.
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17.10.25 20:23
stevekalfman
If you need a hacker for scam crypto recovery or mobile spy access remotely kindly reach out to [email protected] for quick response, I hired this hacker and he did a nice job. before NVIDIA TECH HACKERS, I met with different hacker's online which turns out to be scam, this NVIDIA TECH HACKERS case was different and he is the trusted hacker I can vote and refer.
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17.10.25 21:42
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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17.10.25 21:42
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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17.10.25 21:42
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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21.10.25 08:39
debby131
Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.
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21.10.25 11:45
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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21.10.25 11:45
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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22.10.25 04:48
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
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22.10.25 07:36
donnacollier
HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM Hello everyone l’m by name Donna collier I live in urbandale 3 weeks ago was the darkest days of my life, i invested my hard earned money the sum of $123,000 into a crypto currency platform I was introduced to by a friend I met online everything happen so fast I was promised 300% of return of investment when it was time for me to cash out my investment and profit the platform was down I was so diversitated confused and tried to end it all then I came across upswing Ai a renowned expert in crypto currency and digital assets recovery at first it seem impossible after taking up my case within the the next 48 hours they where able to track down those fraud stars and recover my money I can’t recommend them enough to any one facing likewise change I will recommend you contact upswing Ai on Contact Details: WhatsApp +,1,2,0,2,8,1,0,1,4,0,7 E m a i l @Upswing-ai.com Website https: // u psw ing-ai. com/ platform /
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22.10.25 11:59
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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22.10.25 11:59
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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22.10.25 16:31
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
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23.10.25 01:52
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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23.10.25 01:52
marcushenderson624
Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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23.10.25 15:47
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
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23.10.25 21:43
patricialovick86
How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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23.10.25 21:43
patricialovick86
How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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24.10.25 06:08
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
-
24.10.25 06:40
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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24.10.25 06:40
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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24.10.25 06:54
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
-
24.10.25 18:18
patricialovick86
How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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24.10.25 18:18
patricialovick86
How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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25.10.25 00:49
tyleradams
*HOW TO GET BACK YOUR STOLEN BITCOIN FROM SCAMMERS* ⭐️⭐️⭐️⭐️⭐️ Hello everyone, I can see a lot of things going wrong these last few days of investing online and getting scammed. I was in your shoes when I invested in a bogus binary option and was duped out of $87,000 in BTC, but thanks to the assistance of NVIDIA TECH HACKERS. They helped me get back my BTC. I didn’t trust the Hackers at first, but they were recommended to me by a friend whom I greatly respect. I received my refund in two days. I must recommend NVIDIA TECH HACKERS they are fantastic. 📧 [email protected]
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25.10.25 00:50
stevekalfman
If you ever need hacking services, look no further. I found myself in a difficult situation after losing almost $510,000 USD in bitcoin. I was distraught and had no hope of survival because i lost my life savings to this scam, I had no chance of recovering my investment. Until i came across an article on google about ([email protected]). A real-life recovery expert, everything changed completely after contacting him and explaining my ordeal to him and he quickly stepped in and assisted me in recovering 95% of my lost funds. They guarantee their clients and i got the highest level of happiness their services are highly recommended. so I’m putting this here for anyone who require their services too" Email: [email protected]
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25.10.25 05:05
victoriabenny463
A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
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25.10.25 10:13
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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25.10.25 10:13
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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26.10.25 01:03
Christopherbelle
A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957. or +44 7428 662701.
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26.10.25 18:09
victoriabenny463
A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
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27.10.25 11:15
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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27.10.25 11:15
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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27.10.25 17:08
raymondgonzales
Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number +18737715701 Good Day.
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27.10.25 17:20
fatimanorth
The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.
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28.10.25 00:55
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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28.10.25 00:55
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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29.10.25 03:43
Christopherbelle
A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.
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29.10.25 10:56
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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29.10.25 10:56
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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30.10.25 09:49
Christopherbelle
I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701
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30.10.25 12:03
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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31.10.25 13:25
Lillian Lizzy
THANKS TO THE SERVICES OF THE HACK ANGELS // FOR HELPING ME RECOVER MY USDT AND BTC I lost almost $698,000 in a bitcoin investment scam a few months ago. I was devastated and depressed, and I didn't know what to do. When I saw a favorable review of THE HACK ANGELS RECOVERY EXPERT. I decided to contact them and voice my concerns. God is so good that I am a living testament to the fact that there are still legitimate recovery hackers out there. I will confidently recommend THE HACK ANGELS RECOVERY EXPERT to everyone I meet. I will suggest them to anyone who falls victim to any kind of online scam by using the information below. web: https://thehackangels.com Mail Box; [email protected] WhatsApp; +1(520)-200,2320 If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK.
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31.10.25 13:25
Lillian Lizzy
THANKS TO THE SERVICES OF THE HACK ANGELS // FOR HELPING ME RECOVER MY USDT AND BTC I lost almost $698,000 in a bitcoin investment scam a few months ago. I was devastated and depressed, and I didn't know what to do. When I saw a favorable review of THE HACK ANGELS RECOVERY EXPERT. I decided to contact them and voice my concerns. God is so good that I am a living testament to the fact that there are still legitimate recovery hackers out there. I will confidently recommend THE HACK ANGELS RECOVERY EXPERT to everyone I meet. I will suggest them to anyone who falls victim to any kind of online scam by using the information below. web: https://thehackangels.com Mail Box; [email protected] WhatsApp; +1(520)-200,2320 If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK.
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01.11.25 03:27
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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01.11.25 03:27
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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01.11.25 15:47
kattygates
Hack West Credit Repair is truly in the business of helping people understand credit, how credit works and most importantly they truly care that you understand your next steps to securing a better tomorrow for you and your family. I am grateful that the owner West has taken time out of his evening with his family to get me enrolled and he immediately got the ball rolling in helping me get items deleted from my credit reports. In the few months I’ve been with HACK WEST, 15 of the 17 negative items have been deleted and 250 points have been added to my point. If you want great results, I suggest you use [email protected].
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01.11.25 15:49
kattygates
I met an individual on an international dating app, Bumpy. After talking for a few months, the individual encouraged me to start investing on crypto asset trading platform, btc01.org. I started trading and believed I was making profit until I tried to withdraw some of my money, I was asked to pay extra for tax which I did and they kept asking then I knew I have been scammed, I had to contact HACKWEST AT WRITEME DOT COM who then helped to recover the money, the total money I invest is $198,000 in bitcoin. The website is no longer operational. If anyone is in a similar issue, you can as well contact HACK WEST. They also fixed my credit report.
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02.11.25 10:55
Christopherbelle
I suffered a crushing blow when $45,000 slipped away in a phony crypto scam. It all looked great at first. But when I went to pull out my gains, my account just vanished. I called the cops over and over. Still, no luck. I felt shattered and lost. That’s when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed real openness, sharp skills, and a drive to fix it. They tracked my missing money step by step. And they pushed hard until they got it back. I honestly didn’t believe it could happen. Their straight-up approach and solid work brought back my calm. If a scam took your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701
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02.11.25 10:56
Christopherbelle
I suffered a crushing blow when $45,000 slipped away in a phony crypto scam. It all looked great at first. But when I went to pull out my gains, my account just vanished. I called the cops over and over. Still, no luck. I felt shattered and lost. That’s when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed real openness, sharp skills, and a drive to fix it. They tracked my missing money step by step. And they pushed hard until they got it back. I honestly didn’t believe it could happen. Their straight-up approach and solid work brought back my calm. If a scam took your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701
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02.11.25 15:23
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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02.11.25 15:23
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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04.11.25 04:59
Christopherbelle
How to Recover Bitcoin Stolen by a Scammer I dropped £75,000 into a fake crypto scheme. Everything seemed perfect right from the start. But when I tried to cash out my profits, the whole account disappeared. I rang the police time and again. They offered no help at all. I felt broken and alone. Then I found Sylvester Bryant Intelligence. My luck changed in no time. They spoke plainly, worked smart, and focused on my case. They followed the trail of my lost cash bit by bit. They fought until they recovered it all. I never thought it was possible. Their honest approach and expertise restored my peace. If a scam has stolen your crypto, contact them now. [email protected] | WhatsApp: +1 512 577 7957 or +44 7428 662701
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04.11.25 09:30
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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04.11.25 09:30
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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05.11.25 02:43
jordan_11
I made a mistake of not researching about their their investment firm(Binary option), it had a lot of promises which made me fall for all their fake promises , after trying to get my withdrawal out from there, I started having a lot of difficulties. Then I contacted their customer support, they only replied a week after and strangely wanted me to make more deposits just to enable my withdrawal, so i started my research of how I could report this treacherous company to the necessary authorities and also maybe i could get back my investment, The only people that were willing to help me out was Treqora Intel, their customer support replied so fast and immediately directed me to their investigative team which took my up my case and started the tracing and reclaim process with swift, after a week i got an email from Treqora Intel stating that a partial amount had been reclaimed, I was so grateful about their help , then I was asked to decide if I wanted a Partial deposit or wanted all my investment reclaimed and sent to me at once, But I was so desperate at the time so I asked that my partial reclaimed ETH be sent to me first , So the deposit took about few minutes before i got it in my wallet and withdrew it. Then my remaining investment took 2 weeks to get back according to their customer support at Treqora Intel. Immediately They got it, I was contacted again Via email that my reclaimed had been fully reclaimed, so grateful till this day to Treqora Intel for taking their time to help me out with what could have been a very depressing moment to me. And yes no upfront payment until the reclaim has been completed and you've been paid fully. Email:support@treqora. com 📱 WhatsApp: +1 (7 7 3) 9 7 7 - 7 8 7 7 🌐 Website: Treqora. com.
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05.11.25 02:44
jordan_11
Crypto Recovery Services _Hire Treqora Intel
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05.11.25 02:48
jordan_11
Legitimate Crypto Recovery Companies-CONSULT TREQORA INTEL. After falling victim to a crypt0currency scam group, I lost $35,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to rec0vermy stolen funds and I came across a lot of testimonials online about TREQORA INTEL , an agent who helps in rec0ver of lost bitc0in funds, I contacted TREQORA INTEL , and with their expertise, they successfully traced and rec0vered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and rec0very protocols. They are trusted and very reliable with a 100% successful rate record Rec0very bitc0in, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypt0. Email:support@treqora. com Whats_App: +1 (7 7 3 ) 9 7 7 - 7 8 7 7 , Website: Treqora dot com.
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05.11.25 16:20
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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05.11.25 16:21
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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