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Н Новости

AI Security с французским привкусом или разбор Securing Artificial Intelligence от ETSI. Часть 1

Boguette Meme Generator

Технологии искусственного интеллекта стремительно развиваются, но вместе с возможностями появляются и риски. Промпт-инъекции, злоупотребление инструментами агентов, уязвимости в оркестрации сложных систем – спектр угроз для ИИ увеличивается. Пока США и Китай соревнуются в эффективности и качестве генеративных моделей, европейцы принимают стандарты безопасности ИИ. В Европейском институте телекоммуникационных стандартов (ETSI) пару лет назад создали комитет защиты ИИ (SAI) для разработки комплексного набора стандартов безопасности ИИ. Рабочая группа комитета плодовита на отчеты, на текущий момент артефактов аж 10 штук. Разбираемся в первой части со стартовыми отчетами по безопаности ИИ от ETSI SAI.

Меня зовут Евгений Кокуйкин, мы разрабатываем продукт по защите genAI систем HiveTrace и изучаем новые типы атак на генеративные системы в лаборатории ИТМО. Пару недель назад коллега по рабочей группе в OWASP анонсировал выпуск отчета TS 104 223 «Baseline Cyber‑Security Requirements», но детальное изучение привело к необходимости систематизировать работы за последние два года из ETSI SAI. В этой статье попробуем извлечь полезное для практики и откинуть информацию, которая успела устареть за последние месяцы и практически не применима.

ETSI – независимая некоммерческая организация, признанная ЕС одной из трёх официальных европейских организаций по стандартизации наряду с CEN и CENELEC. Они регулярно выпускают глобальные стандарты для телекома, поддерживают Европейское регулирование и включают ведущие компании отрасли (например, когда-то был участником Ростелеком). Работа ETSI непосредственно влияет на governance крупных организаций, которые ведут бизнес в ЕС и взаимодействует с другими организациями по выпуску стандартов и регуляций.

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Все видели значок CE на игрушках, когда товар сертифицирован производителем для ЕС. Грубо говоря ETSI одна из всего трех организаций, которая такой сертификат выдает, но конечно не для игрушек, а для телекома.

Технический комитет ETSI SAI (Securing Artificial Intelligence) разрабатывает спецификации, которые: 1) защищают AI‑компоненты от атак; 2) снижают вероятность угроз в ИИ системах; 3) применяют AI для усиления кибер‑защиты; 4) учитывают социальные и этические аспекты безопасности.

Сейчас в ETSI SAI доступно 10 документов имеющих отношение к ИИ, ниже вы можете увидеть весь перечень

Дата  и версия

Документ

Коротко о содержании

Июль 2024

V1.1.1

TR 104 066 «Security Testing of AI»

Методики fuzzing, adversarial атак и оценки покрытия для тестирования ИИ‑компонентов

Июль 2024

V1.2.1

TR 104 222 «Mitigation Strategy Report»

Каталог защитных мер против poisoning, backdoor, evasion и др.

Январь 2025

V1.1.1

TR 104 221 «Problem Statement»

Базовое обоснование рисков ИИ‑систем на всех стадиях жизненного цикла

Январь 2025

V1.1.1

TR 104 048 «Data Supply Chain Security»

Целостность данных и механизмы её сохранения в агентных цепочках

Март 2025

V1.1.1

TS 104 224 «Explicability & Transparency»

Шаблоны статической и runtime‑объяснимости, требования к лог‑следам

Март 2025

V1.1.1

TR 104 030 «Critical Security Controls for AI Sector»

Адаптация CIS Controls к ИИ‑ландшафту

Март 2025

V1.1.1

TS 104 050 «AI Threat Ontology»

Таксономия целей атак и поверхностей угроз

Апрель 2025

V1.1.1

TS 104 223 «Baseline Cyber‑Security Requirements»

13 базовых принципов (Design → EOL) и ≈80 provisions для моделей и систем

Май 2025

V1.1.1

TR 104 065 «AI Act mapping & gap analysis»

Сопоставление статей EU AI Act с планом работ ETSI

Май 2025

V1.1.1

TR 104 128 «Guide to Cyber‑Security for AI Systems»

Практическое руководство по реализации требований TS 104 223

Исходя из таблицы выше, вы можете обратить внимание, что документы выходили не разом, а с разрывом во времени и это будет важно, когда мы начнем их разбирать более детально.

  1. Первая волна (07‑2024) — методология: тестирование и каталог контрмер.

  2. Вторая волна (01‑2025) — фундамент: формулировка проблем и безопасность цепочки данных.

  3. Третья волна (03‑2025) — тематические спецификации для угроз, прозрачности и контролей.

  4. Четвёртая волна (04‑2025) — единый базовый набор требований для внедрения.

  5. Пятая волна (05‑2025) — увязка со законодательством (AI Act) и гайд по практической реализации.

Таким образом, историчность показывает последовательный переход от описания угроз и тестов → к процессным требованиям → к регуляторному мэппингу и руководству по внедрению в агентных AI‑системах.

Давайте разбираться с документами.

TR 104 066 «Security Testing of AI»

Документ ориентирован на предиктивные ML‑модели. Он описывает методики fuzzing, differential testing и целый набор adversarial‑алгоритмов, но нигде не упоминает LLM, prompt‑injection, jailbreak или другие специфические атаки на genAI. Градиентные атаки конечно переносимы на GenAI, но сейчас не являются основным инструментом атак.

Когда я начинал читать этот гайд, у меня были ожидания, что здесь можно почерпнуть идеи специфичных атак для LLAMATOR, но практических «рецептов» с готовым кодом в документе нет. Все техники приведены в виде формул, псевдокода и сравнительных таблиц эффективности.

По сути – это справочник по фундаментальным техникам тестирования устойчивости нейросетей, поэтому если вам интересно смотреть по red team, то лучше воспользоваться OWASP red team guide(ссылка).

Следующий на очереди TR 104 222 «Mitigation Strategy Report»

Здесь есть таксономия атак на ML модели(CV, NLP, аудио), явного упоминания LLM нет, хотя документ вышел в 2024 году, это объясняется тем, что первая версия была подготовлена в далеком 2021 и видимо, авторы хотели просто довести до релиза начатое и не трогать тему языковых моделей.

Процесс обучения ML модели
Процесс обучения ML модели

Ниже приведен пример таксономии атак, для целей статьи я немного сократил его, но идею вы можете уловить.

Вид атаки

Примеры защитных мер, рекомендуемые в  ETSI TR 104 222

Poisoning (отравление данных)

• Очистка (санитизация) датасета

• Блокировка подозрительных примеров до обучения

Backdoor (закладка во время обучения)

• Очистка датасета

• Обнаружение триггера

• Обнаружение backdoor‑поведения

Evasion (обход на этапе инференса)

• Предобработка входных данных

• Усиление (hardening) модели

• Оценка робастности модели

• Обнаружение adversarial‑примеров

Model stealing (кража модели)

• Ограничение числа запросов к API

• Обфускация вывода модели

• Фингерпринтинг (отпечатки) модели

Итог документа, авторы признают, что материал опять же академический, конкретных рекомендаций или призыв к действию вы здесь не найдете, а жаль, название обнадеживало.

Два документа после длительного перерыва: TR 104 221 «Problem Statement» и TR 104 048 «Data Supply Chain Security»

Первый описывает угрозы для систем машинного обучения по двум осям — этап жизненного цикла и тип атаки / злоупотребления. К проблемам из таблицы выше, добавляют два новых класса:

Некорректное использование искусственного интеллекта:

  • обход ad‑blocker

  • обфускация вредоносного кода

  • deepfake‑контент

  • подделка почерка или голоса

  • фейковые переписки и др.

И Системные / процессные риски:

  • предвзятость,

  • этические огрехи,

  • отсутствие объяснимости,

  • уязвимости ПО/железа

На полноценную модель угроз не тянет, документ небольшой, больше похож на мемо для рассылки по корпоративной почте.

Второй документ опять касается темы датасетов и защиты от разного рода отравлений данных и компрометации системы обучения. Ниже приведена иллюстрации пайплайна обучения, вокруг которого документ построен.

Пайплайн обучения
Пайплайн обучения

В конце документа даны рекомендации по защите supply chain для моделей:

  • Хеш-суммы могут использоваться для эффективной защиты целостности данных. При проверке целостности данных.

  • Дообучение моделей с использованием проверенных или доверенных данных

  • Соблюдение стандартных рекомендаций по кибербезопасности, таких как принцип минимальных привилегий при доступе к данным и к цепочке поставок.

  • Логирование на всех этапах обработки и развертывания, включая сбор телеметрии модели.

TS 104 224 «Explicability & Transparency»

Документ, который погружает читателя в следующие понятия:

Transparency — система «открыта для проверки», у неё «нет скрытых частей»; любую операцию можно подвергнуть внешнему аудиту 

Explicability — способность показать, как именно система пришла к результату («показать решение задачи шаг за шагом»)

Коротко о проблемах прозрачности решений ML-моделями.
Коротко о проблемах прозрачности решений ML-моделями.

Для обеспечения прозрачности ИИ систем авторы предлагают такие действия:

Static Explicability – паспорт ИИ-системы

• Каждую ИИ-систему описать с точки зрения: цель системы, источники данных, их роль, методы оценки качества данных, ответственное лицо.

• Дать ответ на вопросы: откуда данные? как проверена подлинность? какие меры против bias?

Run‑Time Explicability (RTE‑service)

• Сбор информации о каждом решении модели: время события, версия софта и железа, метрики точности работы системы

• Определить, какие события писать, чтобы не перегрузить систему (§ 6.4) .

XAI‑методы – техники объяснимости, помогающие понять причины решений

• Использовать XAI для поиска ложных паттернов и проверки доверия пользователя к системе.

TR 104 030 «Critical Security Controls for AI Sector»

Бегло рассмотрим TR 104 030 «Critical Security Controls for AI Sector». По сути, документ отвечает на единственный вопрос: нужно ли менять перечисленные в более старом чеклисте ETSI TR 103 305 методы тестирование для AI-систем. Некоторые средства контроля за безопасностью из первоисточника ниже:

Действие

Отсылка к оригинальному TR 103 305

Внедрить полный инвентарь активов: модели, датасеты, пайплайны

CSC 1 («Inventory and Control of Enterprise Assets») и CSC 2 («Inventory and Control of Software Assets»)

Включить непрерывное управление уязвимостями для моделей и их окружения

CSC 7 («Continuous Vulnerability Management»)

Настроить журналирование и мониторинг действий моделей/агентов

CSC 8 («Audit Log Management») + facilitation-методы из TR 103 305-4

Проводить тестирование и «purple-team» упражнения против LLM/агентов

CSC 18 («Penetration Testing») вкупе с MITRE ATLAS для сценариев атак ИИ

Обеспечить контроль персональных данных в обучающих, тестовых и инференсных наборах

CSC 5 («Account Management») и рекомендации по privacy из TR 103 305-5

Отчёт подтверждает применимость существующей методики Critical Security Controls и не вводит новых методик.

Здесь мы поставим паузу в разборе пакета документов группы Securing Artificial Intelligence ETSI. Многие документы не имеют явно выраженный фокус на проблематику LLM, и предназначены для работы с классическими ML-моделями. В следующей части, мы посмотрим на самые свежие майские документы, которые имеют отношение к вступившему в действие европейскому EU AI Act и уже затрагивают проблематику систем на базе LLM и агентных систем.

P.s.Часто пишу про AI Security в телеграм-канале https://t.me/kokuykin, подписывайтесь, чтобы не пропустить следующую часть

Источник

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  • 09.10.25 08:42 pHqghUme

    is it ok if I upload an image?

  • 09.10.25 08:42 pHqghUme

    e

  • 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

  • 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

  • 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

  • 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

  • 11.10.25 04:41 luciajessy3

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 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.

  • 12.10.25 01:12 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

  • 12.10.25 01:12 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

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 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.

  • 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

  • 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

  • 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]

  • 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

  • 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

  • 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.

  • 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

  • 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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