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BIP47, гадкий утёнок

Одно из главных бедствий протокола Bitcoin — повторное использование адресов. Прозрачность и распределенность сети делает эту практику опасной для конфиденциальности пользователей. Чтобы избежать связанных с этим проблем, рекомендуется для получения каждого нового платежа использовать новый пустой адрес […]

Одно из главных бедствий протокола Bitcoin — повторное использование адресов. Прозрачность и распределенность сети делает эту практику опасной для конфиденциальности пользователей. Чтобы избежать связанных с этим проблем, рекомендуется использовать новый пустой адрес для получения каждого нового платежа, что в некоторых случаях может быть затруднительно.

Этот компромисс стар, как сама уайтпейпер Накамото. Уже в ней Сатоши предупреждал о рисках повторного использования адресов:

Существует множество решений для получения нескольких платежей без переиспользования адреса, каждое со своими компромиссами и недостатками. Одно из них — BIP47, предложение по реализации в Биткойне многоразовых платежных кодов, разработанное Юстусом Ранвье и опубликованное еще в 2015 году. Цель — позволить проводить несколько транзакций с одним и тем же пользователем без повторного использования адреса.

Первоначально это предложение было очень холодно принято частью сообщества, и так и не было добавлено в Bitcoin Core. До сих пор некоторые программы предпочитают внедрять его самостоятельно. Так, Samourai Wallet разработал собственную реализацию BIP47: PayNym. Сегодня эта реализация доступна, очевидно, в Samourai Wallet для смартфонов и Sparrow Wallet для ПК.

Со временем Samourai стали развивать и новые функции, непосредственно связанные с PayNym. К сегодняшнему дню они предлагают уже целую экосистему инструментов для оптимизации конфиденциальности пользователей на основе PayNym и BIP47.

В этой статье я расскажу подробно о принципах BIP47 и PayNym, механизмах работы этих протоколов и некоторых практических приложениях, которые из них следуют. Я здесь буду говорить только о первой версии BIP47, той, что сейчас используется для PayNym, однако версии 2, 3 и 4 работают практически таким же образом.

Единственное существенное различие заключается в транзакции уведомления. В v1 для уведомления используется простой адрес с OP_RETURN, в v2 – multisig-скрипт (bloom-multisig) с OP_RETURN, а в v3 и v4 — просто multisig-скрипт (cfilter-multisig). Поэтому описываемые в этой статье механизмы, включая криптографические методы, применимы ко всем четырем версиям. На сегодня в реализациях PayNym в Samourai и Sparrow Wallet используется первая версия BIP47.

Навигация:

Адрес получения используется для приема входящих биткойн-транзакций. Он генерируется из открытого ключа путем хеширования и применения к нему определенного формата. Это позволяет для каждого входящего платежа создавать новое условие расходования средств, изменяя его владельца.

Кроме того, вы наверняка уже слышали от опытных и информированных биткойнеров о том, что адреса получения предназначены для одноразового использования, и потому для каждого нового входящего платежа необходимо генерировать новый адрес. Ладно, но почему так?

В принципе, прямой угрозы вашим средствам повторное использование адресов не несет. Использование эллиптической криптографии позволяет доказать сети, что вы владеете закрытым ключом, без раскрытия самого ключа. Так что вы можете заблокировать на одном адресе несколько UTXO и потратить их в разное время. Это не откроет никому доступ к вашим средствам, если только вы не раскроете свой закрытый ключ, связанный с этим адресом. Но повторное использование адресов создает проблему с точки зрения конфиденциальности.

Как уже упоминалось выше, прозрачность и распределенность сети Bitcoin подразумевает, что любой пользователь, имеющий доступ к узлу сети, может наблюдать за всеми транзакциями платежной системы. Как результат, он может видеть и балансы адресов. Сатоши Накамото упоминал о возможности генерировать новые пары ключей — а значит, и новые адреса — для каждого нового платежа, поступающего в кошелек. Цель состоит в том, чтобы иметь дополнительную защиту — своего рода брандмауэр — на случай связывания идентификационных данных пользователя с одной из пар его ключей.

Сегодня, с развитием специализирующихся в блокчейн-анализе компаний и распространением на крипторынке практик KYC, генерирование новых пустых адресов для каждой новой транзакции является уже не дополнительной мерой безопасности, но обязательной мерой для каждого, кто хоть минимально беспокоится о собственной конфиденциальности.

Стремление к приватности — это не комфорт или фантазия биткойнера-максималиста. Этот параметр напрямую влияет на вашу личную безопасность и безопасность ваших средств. Приведу очень конкретный пример:

Повторное использование адресов позволяет наблюдателю установить неоспоримую связь между различными вашими UTXO, и иногда это значит — между вашей личностью и всем балансом вашего биткойн-кошелька.

Именно по этой причине большинство биткойн-кошельков автоматически генерируют новый адрес получения всякий раз, когда вы нажимаете кнопку «Получить». Поэтому для простого пользователя некастодиального кошелька необходимость использовать новые пустые адреса часто не доставляет больших неудобств. Однако для онлайн-бизнеса, биржи или кампании по сбору средств это ограничение может быстро стать неуправляемым.

Для таких организаций существует множество решений, каждое со своими преимуществами и недостатками, но на сегодняшний день и как мы увидим далее, BIP47 действительно выделяется из остальных.

Проблему повторного использования адресов в Биткойне не следует недооценивать. Как видно из приведенного ниже графика с oxt.me, общая доля повторного использования адресов пользователями Биткойна в настоящее время составляет ~50%:

Большая часть таких случаев повторного использования приходится на биржи, которые при этом руководствуются соображениями простоты и эффективности. И на сегодняшний день BIP47 является наилучшим решением для пресечения этого явления на биржах. Переход биржевых кошельков на этот стандарт позволил бы значительно снизить общий уровень повторного использования адресов, не создавая больших сложностей для этих субъектов сети. Измерение общего показателя по сети в данном случае совершенно уместно. Действительно, переиспользование адреса является проблемой не только для его обладателя, но и для всех, кто отправляет транзакции на этот адрес. Утрата конфиденциальности в Биткойне действует как вирус, распространяясь от пользователя к пользователю. Отслеживание общего показателя для всех транзакций сети позволяет нам осознать масштабы явления.

Цель BIP47 состоит в том, чтобы предложить пользователям простой способ получать большое количество платежей без повторного использования адресов. Принцип его работы основан на использовании многоразового платежного кода.

Протокол позволяет отправлять множество платежей на один многократно используемый платежный код без необходимости для получателя передавать новый пустой адрес для каждой новой транзакции.

Пользователь может свободно публиковать такой платежный код в социальных сетях или на сайте без риска потери конфиденциальности, в отличие от классического биткойн-адреса или открытого ключа.

Для совершения обмена обоим пользователям необходимо иметь биткойн-кошелек с поддержкой BIP47, как, например, PayNym в Samurai или Sparrow Wallet. Связывание платежных кодов двух пользователей позволит установить между ними секретный канал. Для этого отправителю понадобится выполнить транзакцию-уведомление в блокчейне Биткойна; далее я расскажу об этом подробнее.

Связывание платежных кодов двух пользователей создает совместный секрет, позволяющий генерировать большое количество уникальных адресов получения BTC (2^32, если быть точным). Таким образом, в действительности платеж с BIP47 отправляется не на платежный код, а на вполне классического вида адреса, генерируемые из платежных кодов протагонистов.

То есть платежный код работает как виртуальный идентификатор, полученный из seed-значения кошелька. В структуре деривации HD-кошелька платежный код находится на глубине 3, на уровне счетов кошелька.

BIP47, гадкий утёнок

Его цель деривации отмечена как 47′ (0x8000002F), от BIP47. Путь деривации многоразового платежного кода будет, например, таким:

И для примера того, как выглядит сам платежный код, вот мой:

Он также может быть закодирован в QR-код для облегчения коммуникации:

BIP47, гадкий утёнок

Что касается PayNym-ботов — картинок с роботами, которые можно встретить в криптотвиттере, — то это просто визуальные представления вашего платежного кода, сгенерированные Samourai Wallet. Они создаются с помощью хеш-функции, что делает каждое такое изображение уникальным. Вот так выглядит мой, с идентификатором:

BIP47, гадкий утёнок

Эти «боты» не имеют реального технического применения. Они лишь облегчают взаимодействие между пользователями, создавая виртуальную визуальную идентичность.

Для пользователя процесс платежа по BIP47 через PayNym выглядит очень просто. Допустим, Алиса хочет отправить несколько платежей Бобу:

Транзакция уведомления, т.е. установление соединения между вашим PayNym и PayNym получателя, является обязательным предварительным шагом для осуществления BIP47-платежей. С другой стороны, как только это будет сделано, отправитель сможет совершить множество (2^32) платежей получателю, не беспокоясь о повторном использовании адресов и без необходимости в повторной транзакции уведомления.

Как видите, есть две раздельные операции, позволяющие установить соединение между PayNym пользователей: Follow и Connect. Операция установления соединения («Connect») соответствует транзакции уведомления по BIP47, которая представляет собой простую биткойн-транзакцию с определенной информацией, передаваемой в OP_RETURN выходе. Она помогает установить зашифрованное соединение между двумя пользователями для последующего создания общего секрета, необходимого для генерации новых пустых адресов для получения BTC.

С другой стороны, операция включения отслеживания («Follow» или «Link») позволяет установить соединение между пользователями в Soroban, зашифрованном протоколе связи на основе Tor, специально разработанном командами Samourai.

Резюмируя:

Чтобы установить полноценное соединение между двумя PayNym, отправителю сначала нужно «зафолловить» PayNym получателя.

Ознакомившись с теорией, давайте вместе пройдемся по практическому использованию. Идея приведенных ниже инструкций состоит в том, чтобы связать мой PayNym в Sparrow Wallet с другим моим PayNym в Samourai Wallet. В первом руководстве я показываю, как провести транзакцию с использованием многоразового платежного кода из Samourai в Sparrow Wallet, во втором — всё то же самое, но из Sparrow в Samourai.

Всю эту демонстрацию я выполнял в тестовой сети, это не настоящие биткойны.

Для начала вам, очевидно, понадобится приложение Samourai Wallet. Его можно установить из Google Play Store или непосредственно из APK-файла, доступного на официальном сайте Samourai.

После инициализации кошелька, если вы еще этого не сделали, сгенерируйте свой PayNym, нажав на (+) в правом нижнем углу и выбрав «PayNym».

Первым шагом к осуществлению BIP47-платежей будет получение многоразового платежного кода нашего получателя. Тогда мы сможем его зафолловить, а потом установить соединение:

После подтверждения транзакции уведомления я смогу конфиденциально отправлять множество транзакций своему получателю. Каждая транзакция автоматически будет отправляться на новый пустой адрес, ключи к которому есть у получателя. Последнему не нужно совершать никаких действий, все рассчитывается на моей стороне.

Вот как можно сделать BIP47-транзакцию в Samourai Wallet:

Для этого, очевидно, вам понадобится установить приложение Sparrow. Оно доступно только для компьютера. Можно загрузить его с официального сайта.

Не забудьте перед установкой проверить подпись разработчика и целостность загруженного ПО.

Создайте кошелек и запросите свой PayNym, нажав на «Show PayNym» в меню «Tool» верхней панели:

BIP47, гадкий утёнок

Далее вам будет нужно привязать («Follow») свой PayNym к PayNym получателя и установить соединение между ними. Для этого введите многоразовый платежный код в окне «Find Contact», зафолловите его, затем выполните транзакцию уведомления, нажав «Link Contact»:

После подтверждения транзакции уведомления можно будет отправлять платежи на многоразовый платежный код получателя. Вот как это сделать:

Теперь, ознакомившись с практическим использованием PayNym, давайте разберемся, как эти механизмы работают и какие криптографические методы в них используются.

Как уже говорилось выше, во второй части этой статьи, многоразовый платежный код находится на глубине 3 HD-кошелька. Его в чем-то можно сравнить с xpub — как по расположению и структуре, так и по его роли.

80-битный платежный код состоит из следующих частей:

Так выглядит шестнадцатеричное представление моего многоразового платежного кода, показанного в предыдущей части:

Затем необходимо добавить байт префикса «P», чтобы можно было сразу определить, что мы имеем дело с платежным кодом. Этот байт — 0x47.

Наконец, мы вычисляем контрольную сумму этого платежного кода с помощью HASH256, то есть получаем двойной хеш с помощью функции SHA256. Извлекаем первые четыре байта полученного конденсата и конкатенируем их в конец.

Платежный код готов, осталось только преобразовать его в Base58:

Можно заметить, что эта конструкция сильно напоминает структуру расширенного открытого ключа типа xpub.

В этом процессе для получения платежного кода мы использовали сжатый открытый ключ и строковый код. Эти два элемента являются результатом детерминированной и иерархической деривации из seed-значения кошелька по следующему пути: m/47’/0’/0’/.

Конкретно, чтобы получить открытый ключ и цепной код многоразового платежного кода, мы вычислим главный закрытый ключ по seed-значению, а затем получим дочернюю пару с индексом 47 + 2^31 (усиленная деривация). Затем мы дважды получаем дочерние пары с индексом 2^31 (усиленная деривация).

Криптографический метод, используемый в основе BIP47, — ECDH (Elliptic-Curve Diffie-Hellman = обмен ключами Диффи – Хеллмана на эллиптических кривых). Это вариация классического протокола обмена ключами Диффи – Хеллмана.

Протокол Диффи – Хеллмана в своей первой версии был представлен в 1976 году и позволяет двум людям, обмениваясь информацией по незащищенному каналу связи, безопасно определить общий секрет на основе двух пар ключей (открытого и закрытого).

BIP47, гадкий утёнок

Этот общий секрет (красный ключ) затем может быть использован для выполнения других задач. В основном этот общий секрет может использоваться для шифрования и дешифрования сообщений в незащищенной сети:

BIP47, гадкий утёнок

Для успешного обмена, протокол Диффи – Хеллмана использует для вычисления общего секрета модульную арифметику. В доступной форме схему его работы можно описать так:

BIP47, гадкий утёнок

В этой упрощенной наглядной схеме коричневый цвет представляет собой секрет, которым поделились друг с другом Алиса и Боб. Ну и в этом примере нам надо представить, что злоумышленнику невозможно разделить оранжевый и голубой цвета, чтобы определить секретные цвета Алисы и Боба.

Теперь давайте представим, как это работает на самом деле. На первый взгляд, алгоритм Диффи – Хеллмана кажется сложным для понимания. На самом деле принцип его работы чуть ли не детский. Прежде чем подробно описать этот механизм, напомню два математических понятия, которые нам для этого понадобятся (и используемые также во многих других криптографических методах).

Обмен ключами Диффи – Хеллмана между Алисой и Бобом происходит следующим образом:

Алиса и Боб находят совершенно одинаковое значение z. Это число представляет собой их общий секрет, то есть эквивалент коричневого цвета в предыдущей популярной схеме. Они могут использовать этот общий секрет для шифрования сообщения между ними в незащищенной сети.

BIP47, гадкий утёнок

Злоумышленник, узнавший значения p, g, A и B, не сможет вычислить a, b или z. Для этого понадобилось бы провести вычисление, обратное возведению в степень. Это значение невозможно получить иначе как простым перебором вариантов, поскольку мы работаем с конечным полем. Это эквивалентно вычислению дискретного логарифма, т.е. обратного показателя экспоненты в конечной циклической группе.

Таким образом, если выбрать достаточно большие значения a, b и p, то реализация протокола Диффи – Хеллмана будет безопасна. Как правило, при параметрах в 2048 бит (600-значное число в десятичной системе) проверка всех возможностей для a и b считается химерической задачей. На сегодняшний день при числах такого порядка этот алгоритм считается безопасным.

Именно на этом уровне и лежит основной недостаток протокола Диффи – Хеллмана: чтобы алгоритм был безопасным, в нем необходимо использовать большие числа. Поэтому сегодня мы предпочитаем использовать ECDH, вариант алгоритма Диффи – Хеллмана, использующий в расчетах алгебраическую кривую, в данном случае эллиптическую. Это позволяет работать с гораздо меньшими числами, сохраняя при этом эквивалентный уровень безопасности, и, следовательно, сократить ресурсы, необходимые для вычислений и хранения.

Общий принцип работы алгоритма остается прежним. Но вместо того чтобы использовать случайное число a и A, вычисляемое из него через модульное возведение в степень, мы будем использовать пару ключей, созданных на эллиптической кривой. И вместо того чтобы полагаться на дистрибутивность оператора возведения в степень, мы будем использовать групповой закон эллиптических кривых, а точнее, ассоциативность этого закона.

Грубо говоря, закрытый ключ — это случайное число от 1 до n-1 (где n — порядок кривой), а открытый ключ — это единственная точка на кривой, определяемая закрытым ключом путем добавления и удвоения точек из генерирующей точки, так что:

Где K — открытый ключ, k — закрытый ключ, а G — генерирующая точка.

Одно из свойств этой пары ключей заключается в том, что очень легко определить K, зная k и G, но на сегодня невозможно определить k, зная K и G: это односторонняя функция.

Другими словами, можно легко вычислить открытый ключ, зная закрытый, но невозможно вычислить закрытый ключ на основе открытого ключа. Эта безопасность, опять же, основана на невозможности вычисления дискретного логарифма.

Поэтому мы будем использовать это свойство, чтобы адаптировать наш алгоритм Диффе – Хеллмана. Тогда принцип работы ECDH будет выглядеть следующим образом:

Они получают один и тот же общий секрет, потому что:

Потенциальный злоумышленник, наблюдающий за незащищенной публичной сетью, сможет получить только открытые ключи Алисы и Боба, а также параметры выбранной кривой. Как я уже объяснял выше, рассчитать закрытые ключи по этим двум фрагментам информации на сегодня невозможно, поэтому злоумышленник не может получить доступ к секрету.

ECDH — это алгоритм, позволяющий обмениваться ключами. Он часто используется для определения протокола наряду с другими криптографическими методами. Например, ECDH используется в основе Transport Layer Security (TLS), протокола шифрования и аутентификации, используемого на транспортном уровне интернета. TLS использует для обмена ключами ECDHE, вариант ECDH, в котором ключи являются эфемерными, чтобы обеспечить постоянную конфиденциальность. В дополнение к ECDHE, TLS использует также алгоритм аутентификации наподобие ECDSA, алгоритм шифрования типа AES и хеш-функцию типа SHA256.

TLS определяет, в частности, букву «s» в названии «https», а также состояние маленького замочка, который вы видите в начале строки поиска своего интернет-браузера, которые сигнализируют вам о том, что ваше интернет-соединение с данным сайтом зашифровано. Так что вы используете ECDH и читая эту статью, как, по-видимому, используете его ежедневно, даже не осознавая этого.

Как мы уже выяснили в предыдущей части, ECDH — это вариант протокола обмена Диффи – Хеллмана с использованием пар ключей, определенных на эллиптической кривой. Это хорошо, что пары ключей соответствуют этому стандарту, ведь у нас есть наши биткойн-кошельки!

Таким образом, идея заключается в использовании пар ключей иерархических детерминированных биткойн-кошельков двух заинтересованных сторон для создания общих и эфемерных секретов между ними. В рамках BIP47 мы используем ECDHE (Elliptic Curve Diffie-Hellman Ephemeral).

В первый раз ECDHE используется в BIP47 для передачи платежного кода от отправителя получателю. Это та самая транзакция уведомления. Действительно, для BIP47 необходимо, чтобы каждая из двух сторон (отправитель и получатель платежей) знали платежный код другой стороны. Это понадобится для получения эфемерных открытых ключей и, соответственно, новых пустых адресов получения.

До этого обмена отправитель логически уже знает платежный код получателя: он мог быть опубликован на сайте или где-то в социальных сетях. Но получатель не обязательно знает платежный код отправителя. Его необходимо передать получателю, иначе тот не сможет вычислить свои эфемерные ключи, а значит, и получить доступ к отправленным ему биткойнам. Передать ему платежный код отправителя можно и офчейн, с помощью любой другой системы связи, но это создаст проблему в случае восстановления кошелька из seed-значения.

Действительно, как я уже упомянул, BIP47-адреса нельзя получить из seed-значения получателя (в противном случае можно было бы использовать один из его xpub напрямую), они являются результатом вычисления на основе двух платежных кодов: получателя и отправителя. Поэтому, если получатель потеряет свой кошелек и попытается восстановить его из seed-значения, он обязательно должен будет иметь все платежные коды людей, которые отправили ему биткойны через BIP47.

Так что BIP47 легко можно было бы использовать и без этой транзакции уведомления, но тогда каждому пользователю пришлось бы хранить резервную копию платежных кодов своих пиров. И это будет оставаться нежизнеспособным вариантом до тех пор, пока не будет найден простой и надежный способ выполнения, хранения и обновления таких бэкапов. Так что при нынешнем положении вещей выполнение транзакции уведомления является практически обязательным.

В дополнение к сохранению платежных кодов, транзакция уведомления, как следует из названия, служит также для информирования получателя об открытии платежного тоннеля.

Прежде чем переходить к объяснению технической стороны того, как работает транзакция уведомления, я хочу рассказать немного о модели сохранения конфиденциальности в BIP47. Использование BIP47 в дальнейшем оправдывает необходимые приготовления с выполнением этой первоначальной транзакции и созданием платежного тоннеля.

Сам по себе платежный код не несет риска потери конфиденциальности. В отличие от классической модели адресов Биткойна, предполагающей по замыслу автора разрыв взаимосвязи между личностью пользователя и транзакциями, включая сохранение анонимности открытых ключей, платежный код можно напрямую связывать с личностью его владельца. Очевидно, что это не обязательное условие, но и никакого ущерба конфиденциальности транзакций пользователей наличие этой связи не несет.

Платежный код нельзя вычислить из адресов, используемых для получения BIP47-платежей. Вместо этого, адреса получаются путем применения ECDHE с дочерними ключами платежных кодов обеих сторон.

Поэтому платежный код сам по себе не несет прямого риска потери конфиденциальности, поскольку на его основе можно вычислить только адрес уведомления. Из этого адреса можно извлечь некоторую информацию, но узнать, с кем вы совершаете транзакции, как правило, невозможно.

Поэтому так важно поддерживать это строгое разделение между платежными кодами пользователей. С этой точки зрения начальный этап передачи кода является критически важным моментом для обеспечения конфиденциальности платежей и в то же время обязательным для правильного функционирования протокола. Если один из двух платежных кодов может быть опубликован в общем доступе (например, на веб-сайте), то второй код, то есть платежный код отправителя, не должен быть связан с первым.

Допустим, я хочу настроить с BIP47 регулярные пожертвования на движение мирного протеста в Канаде:

Как я могу передать им свой платежный код? Если я отправлю его по обычным средствам связи, может произойти утечка, и я рискую быть попасть на радары контролирующих органов как негодяй, поддерживающий движения мирного протеста.

Транзакция уведомления — конечно, не единственное возможное решение для конфиденциальной передачи получателю платежного кода отправителя, но на данный момент она прекрасно справляется с этой задачей, применяя несколько уровней безопасности.

На схеме ниже красными линиями обозначены потоки информации, которые должны быть нарушены, а черными стрелками — неоспоримые связи, которые может установить сторонний наблюдатель.

BIP47, гадкий утёнок

В действительности для классической модели конфиденциальности Биткойна зачастую сложно полностью прервать поток информации между парой ключей и пользователем, особенно при удаленном совершении транзакций. Например, в случае кампании по сбору средств получатель должен будет раскрыть свой адрес или открытый ключ где-то на сайте или в социальных сетях. Собственное использование BIP47 — то есть с транзакцией уведомления — позволяет решить эту проблему благодаря ECDHE и уровню шифрования, который мы еще рассмотрим.

Очевидно, что на уровне эфемерных открытых ключей, полученных в результате объединения двух платежных кодов, классическая модель конфиденциальности биткойна по-прежнему соблюдается. Эти две модели взаимозависимы. Здесь я лишь хочу подчеркнуть, что, в отличие от использования для получения биткойнов классического открытого ключа, при связывании с личностью платежного кода ущерба для конфиденциальности не возникает, поскольку информационная связь «Боб совершает транзакцию с Алисой» нарушается в другой момент. Платежный код используется для генерации адресов, но на основе исключительно ончейн-данных платежную BIP47-транзакцию невозможно связать с платежными кодами, использованными для ее построения.

Теперь давайте подробно рассмотрим, как работает эта транзакция уведомления. Допустим, Алиса хочет отправить Бобу деньги с помощью BIP47. В моем примере Алиса будет отправителем, а Боб — получателем. Боб опубликовал свой платежный код на сайте, так что Алисе он уже известен.

1. Алиса вычисляет общий секрет с ECDH:

2. Алиса приводит свой личный платежный код к основанию 2 (в двоичный вид).

3. Этот коэффициент ослепления используется как ключ для выполнения симметричного шифрования своего платежного кода. В качестве алгоритма шифрования используется просто XOR. Проведенная операция сопоставима с шифром Вернама (его еще называют «одноразовым блокнотом»):

Прежде чем продолжить техническое описание нашей транзакции уведомления, давайте ненадолго остановимся на этой операции XOR. XOR — это логический оператор битового уровня, основанный на булевой алгебре. Из двух операндов в битах он возвращает 1, если биты одного ранга различаются, и 0, если биты одного ранга равны. Так выглядит таблица истинности XOR в соответствии со значениями операндов D и E:

BIP47, гадкий утёнок

Например:

Или:

С ECDH использование XOR в качестве уровня шифрования особенно логично. Во-первых, благодаря этому оператору шифрование является симметричным. Это позволяет получателю расшифровывать платежный код с помощью того же ключа, который использовался для шифрования. Ключ шифрования и дешифрования рассчитывается на основе общего секрета с помощью ECDH.

Эта симметрия возможна благодаря свойствам коммутативности и ассоциативности оператора XOR:

Этот метод шифрования очень похож на шифр Вернама («одноразовый блокнот»), единственный известный на сегодня алгоритм шифрования, обладающий безусловной (т.е. абсолютной) безопасностью. Для того чтобы шифр Вернама обладал этим свойством, ключ шифрования должен быть совершенно случайным, иметь тот же размер, что и сообщение, и использоваться только один раз. В методе шифрования, используемом здесь для BIP47, ключ действительно имеет тот же размер, что и сообщение, коэффициент ослепления имеет такой же размер, как конкатенация абсциссы открытого ключа с цепным кодом многоразового платежного кода. Этот ключ шифрования используется только один раз. С другой стороны, этот ключ не является совершенно случайным, поскольку он получен с HMAC. Это псевдослучайное значение. Так что это не шифр Вернама, но метод к нему приближается.

Давайте вернемся к построению нашей транзакции уведомления:

4. Итак, Алиса на текущий момент имеет свой платежный код с зашифрованной полезной нагрузкой. Она создаст и транслирует транзакцию со своим открытым ключом «A» на входе, выходом на адрес уведомления Боба и выходом OP_RETURN, состоящим из ее платежного кода с зашифрованной полезной нагрузкой. Это транзакция уведомления.

OP_RETURN — это опкод, т.е. скрипт, который позволяет пометить выход биткойн-транзакции как недействительный. Сегодня он используется для распространения или записи информации в блокчейн Биткойна. Он может хранить до 80 байт данных, которые записываются в блокчейн и, следовательно, видны всем остальным пользователям.

Как мы видели в предыдущей части, протокол Диффи – Хеллмана используется для создания общего секрета между двумя пользователями, обменивающимися данными по незащищенной сети и потенциально под наблюдением злоумышленников. В BIP47 ECDH используется для коммуникации через сеть Bitcoin, которая по своей природе прозрачна и за которой могут наблюдать все интересующиеся, включая множество потенциальных злоумышленников. Общий секрет, рассчитанный через обмен ключами по методу Диффи – Хеллмана на эллиптической кривой, затем используется для шифрования передаваемой секретной информации: платежного кода отправителя (Алисы).

Вот диаграмма из BIP47, иллюстрирующая этот процесс:

Если сопоставить эту схему с моим описанием, то:

И резюмируем шаги для выполнения транзакции уведомления, которые мы только что рассмотрели:

Чтобы более подробно понять, как это работает, включая использование OP_RETURN, давайте рассмотрим реальную транзакцию уведомления. Я сделал такую транзакцию в тестовой сети, к ней можно перейти по этой ссылке.

TXID:

Мы видим, что эта транзакция имеет один вход и 4 выхода:

Наибольший интерес, очевидно, представляет выход 0 с OP_RETURN. Давайте рассмотрим его подробнее:

Здесь мы видим скрипт выхода в шестнадцатеричном формате:

В этом скрипте можно выделить несколько частей:

Из опкодов можно выделить 0x6a, обозначающий OP_RETURN, 0x4c, обозначающий OP_PUSHDATA1, и 0x50, обозначающий OP_RESERVED.

Затем идет платежный код с зашифрованной полезной нагрузкой.

Вот мой платежный код в открытом виде, использованный в этой транзакции:

Если мы сравним мой платежный код (в открытом виде) с OP_RETURN, то увидим, что HRP и контрольная сумма не передаются. Это нормально, т.к. эта информация предназначена для людей.

И мы можем узнать также версию (0x01), битовое поле (0x00) и четность открытого ключа (0x02). А в конце платежного кода идут просто пустые байты (0x00), заполняющие оставшийся объем до 80 байт. Все эти метаданные передаются в открытом (незашифрованном) виде.

Наконец, можно видеть, что абсцисса открытого ключа и строковый код были зашифрованы. Это полезная нагрузка платежного кода.

Теперь, когда Алиса отправила Бобу транзакцию уведомления, давайте посмотрим, как Боб ее интерпретирует.

Напомню, что Боб должен иметь доступ к платежному коду Алисы. Без этой информации, как мы увидим в следующей части, он не сможет вывести пары ключей, созданные Алисой, и, следовательно, не сможет получить доступ к своим биткойнам, полученным с использованием BIP47. На данный момент полезная нагрузка платежного кода Алисы зашифрована. Давайте теперь посмотрим, как Боб ее расшифрует.

1. Боб мониторит транзакции, создающие выходы с его адресом уведомления.

2. Обнаружив такую транзакцию, Боб анализирует ее на наличие OP_RETURN выхода, соответствующего стандарту BIP47.

3. Если первый байт полезной нагрузки OP_RETURN равен 0x01, Боб начинает поиск возможного секрета, переданного с ECDH:

4. Боб интерпретирует данные OP_RETURN в транзакции уведомления как платежный код. Он с легкостью расшифрует полезную нагрузку этого потенциального платежного кода благодаря коэффициенту ослепления «f»:

5. Боб проверяет, входит ли значение открытого ключа от платежного кода Алисы в группу secp256k1. Если входит, то он интерпретирует его как действительный платежный код. В противном случае он игнорирует эту транзакцию.

Теперь, когда Боб знает платежный код Алисы, она может отправить ему до 2^32 платежей без необходимости повторно выполнять подобную транзакцию уведомления.

Почему это работает? Как Боб может определить тот же коэффициент ослепления, что и Алиса, и, следовательно, расшифровать его платежный код? Давайте подробнее проследим действие ECDH в описанном только что процессе.

Прежде всего, мы имеем дело с симметричным шифрованием. Это означает, что ключ шифрования и ключ дешифрования — это одно и то же значение. В транзакции уведомления этот ключ является коэффициентом ослепления (f = f1 || f2). Поэтому Алиса и Боб должны получить одно и то же значение f без его прямой передачи, поскольку злоумышленник может украсть его и расшифровать секретную информацию.

Этот коэффициент ослепления получается путем применения хеш-алгоритма HMAC-SHA512 к двум значениям: абсциссе секретной точки и UTXO, потребленному в качестве входа транзакции. Чтобы расшифровать полезную нагрузку платежного кода Алисы, Бобу необходимы два этих фрагмента информации.

Что касается UTXO входа, то Боб может его получить просто из ончейн-данных о транзакции уведомления. Для секретной точки Бобу придется использовать ECDH.

Как показано в части об алгоритме Диффи – Хеллмана, просто обменявшись своими соответствующими открытыми ключами и применив свои закрытые ключи к каждому из открытых ключей партнера, Алиса и Боб могут определить в точности одну и ту же секретную точку на эллиптической кривой. На этом механизме основана транзакция уведомления:

Теперь, когда Боб знает платежный код Алисы, он сможет определить ее BIP47-платежи в свой адрес и вычислить закрытые ключи, блокирующие получаемые в этих транзакциях биткойны.

Если сопоставить эту схему с моим описанием, то:

И резюмируем шаги для выполнения транзакции уведомления, которые мы только что рассмотрели:

Теперь давайте вместе рассмотрим процесс платежа с BIP47. Кратко напомню о текущем положении дел:

Прежде чем перейти к объяснению этого процесса, я думаю, важно напомнить, с каким индексом мы сейчас работаем:

Мы описываем путь деривации платежного кода следующим образом: m/47’/0’/0’/.

Следующая глубина распределяет индексы таким образом:

Каждый раз, когда Алиса хочет отправить Бобу платеж, она получает новый уникальный пустой адрес, опять же благодаря протоколу ECDH:

Получив этот принадлежащий Бобу адрес приема «K0», Алиса может построить классическую биткойн-транзакцию, выбрав UTXO из другой ветки своего HD-кошелька и потратив его на «K0» адрес Боба.

Если сопоставить эту диаграмму из BIP47 с тем, что я описал ранее, то:

И резюмируем шаги для отправки BIP47 платежа, которые мы только что рассмотрели:

Если она хочет произвести второй платеж, она воспроизводит все те же действия, но выбирает второй открытый ключ, полученный из платежного кода Боба, то есть следующий неиспользованный ключ. Тогда она получит второй принадлежащий Бобу адрес приема «K1».

Это можно повторять до 2^32 раз и получить до 2^32 новых пустых адресов приема, принадлежащих Бобу.

С точки зрения внешнего наблюдателя, отличить BIP47 платеж от обычной биткойн-транзакции теоретически невозможно. Вот пример платежной BIP47 транзакции в тестовой сети:

https://blockstream.info/testnet/tx/94b2e59510f2e1fa78411634c98a77bbb638e28fb2da00c9f359cd5fc8f87254

TXID:

Она выглядит как обычная транзакция с потребляемым входом, выходом с платежом в 210 000 сатоши и сдачей:

Итак, Алиса сделала свой первый BIP47-платеж на автоматически сгенерированный новый пустой адрес, принадлежащий Бобу. Теперь давайте вместе посмотрим, как Боб получает этот платеж. Мы увидим также, почему Алиса не имеет доступа к закрытому ключу от адреса, который она только что сгенерировала, и как Боб находит этот ключ, чтобы потратить биткойны, полученные в такой транзакции.

Когда Боб получает от Алисы транзакцию уведомления, он получает открытый ключ «K0» еще до того, как его корреспондент по BIP47 отправил платеж. Поэтому он следит за любыми платежами на связанный адрес. На самом деле он сразу вычислит несколько адресов, которые и будет наблюдать (K0, K1, K2, K3 …). Вот как он получает этот открытый ключ «K0»:

Получив этот открытый ключ «K0», Боб сможет получить соответствующий закрытый ключ, чтобы потратить свои биткойны. Это число может сгенерировать только он.

Благодаря групповому закону эллиптической кривой, Боб получает именно тот закрытый ключ, который соответствует открытому ключу, используемому Алисой. Так что мы имеем:

Если сопоставить эту диаграмму из BIP47 с тем, что я описал ранее, то:

И резюмируем шаги для получения BIP47 платежа и вычисления соответствующего закрытого ключа:

Поскольку Алиса не может получить «b», закрытый ключ Боба, она не может определить k0, закрытый ключ, связанный с адресом получения BIP47 Боба.

Схематически вычисление общего секрета «S» можно представить следующим образом:

BIP47, гадкий утёнок

Найдя с помощью ECDH общий секрет, Алиса и Боб вычисляют открытый ключ платежа BIP47 «K0», а Боб вычисляет также соответствующий закрытый ключ «k0»:

BIP47, гадкий утёнок

Поскольку Боб знает многоразовый платежный код Алисы, у него уже есть вся информация, необходимая для отправки ей возвратных платежей. Ему не придется снова связываться с Алисой, чтобы узнать какую-то дополнительную информацию. Он просто должен будет уведомить ее с помощью транзакции уведомления, в частности чтобы она могла восстановить свои BIP47-адреса из seed-значения, — и тогда он тоже сможет отправить Алисе до 2^32 платежей.

Боб сможет отправлять платежи Алисе тем же способом, каким она отправляла платежи ему. Роли при этом меняются местами:

Теперь вы знаете все принципы работы этого прекрасного платежного решения, которое собой представляет BIP47.

Результатом реализации этого BIP47 в кошельке Samourai Wallet стали PayNym, идентификаторы, вычисленные из платежных кодов пользователей. Сегодня их полезность выходит уже далеко за рамки применения BIP47.

Команды разработчиков Samourai постепенно выстраивают целую экосистему инструментов и сервисов, основанных на PayNym пользователей. Среди них, очевидно, есть все инструменты для расходования, позволяющие оптимизировать конфиденциальность пользователя через добавление к транзакции энтропии, а значит, и возможности правдоподобного отрицания.

Использование Soroban (зашифрованной сети связи на основе Tor) совместно с PayNym позволило значительно оптимизировать пользовательский опыт при создании коллаборативных, совместных транзакций, сохранив при этом хороший уровень безопасности. Благодаря этому, Stowaway (PayJoin) и StonewallX2 транзакции можно легко осуществить без ручного проведения многочисленных обменов неподписанными транзакциями, необходимых для создания коллаборативной транзакции такого типа.

В отличие от BIP47, для использования этих инструментов достаточно просто связать PayNym(ы) через фолловинг, поскольку эти коллаборативные транзакции не требуют выполнения транзакции уведомления. Между ними нет необходимости устанавливать соединение.

Помимо этих коллаборативных транзакций, команды Samourai участвуют в разработке протокола аутентификации, связанного с PayNym, — Auth47. Этот инструмент уже работает и позволяет, например, авторизоваться по PayNym на сайтах, принимающих такой метод аутентификации. В будущем, я думаю, что помимо этой возможности аутентификации в интернете, Auth47 станет частью более глобального проекта вокруг экосистемы BIP47/PayNym/Samourai Wallet. Возможно, этот протокол будет использоваться для дальнейшей оптимизации пользовательского опыта Samourai Wallet, особенно в отношении инструментов расходования.

Очевидно, что основным недостатком BIP47 является транзакция уведомления. Это дополнительное действие, к тому же сопровождаемое комиссиями сети (за биткойн-транзакцию) и сервиса, что может вызывать раздражение у части пользователей. С другой стороны, аргумент о «спаме» блокчейна Биткойна абсолютно неприемлем. Любой, кто платит комиссию за транзакцию, должен иметь возможность записать ее в реестр, независимо от цели транзакции. Утверждать обратное — значит высказываться в пользу цензуры.

Возможно, что в будущем будут найдены другие, менее затратные решения для передачи получателю платежного кода отправителя и надежного его хранения. Но пока что транзакция уведомления остается наименее компромиссным решением.

А с учетом преимуществ BIP47, этот недостаток даже не выглядит настолько значимым. Из всех существующих предложений по решению проблемы повторного использования адресов, это, на мой взгляд, лучшее решение.

Как упоминалось выше, источником большей части повторного использования адресов являются биржи. BIP47 — единственное разумное решение, которое действительно решает эту проблему в самом ее источнике. Любое предложение по сокращению повторного использования адресов должно учитывать этот аспект и адаптировать решение под основной источник проблемы.

С точки зрения пользователя, несмотря на довольно сложный механизм работы, процесс платежа с BIP47 выглядит довольно детским. Поэтому многоразовые платежные коды могут быть довольно легко приняты даже начинающими пользователями.

С точки зрения конфиденциальности, BIP47 представляет очень большой интерес. Как я уже объяснял, рассказывая о транзакциях уведомления, платежные коды не раскрывают никакой информации о производных эфемерных адресах. Таким образом, они позволяют прервать поток информации между биткойн-транзакцией и идентификатором получателя, в отличие от традиционного использования адреса получателя.

И самое главное, реализация BIP47 в виде PayNym работает уже сейчас. В Samourai Wallet они доступны с 2016, а в Sparrow Wallet с начала этого года. Это не какой-то исследовательский эксперимент, а практическое решение, проверенное вчера и полностью работоспособное сегодня.

Надеюсь, что в будущем эти платежные коды будут приняты участниками экосистемы, поддержка их будет реализована в большем количестве кошельков и они получат распространение среди биткойнеров.

Любое действительно позитивное решение для обеспечения конфиденциальности пользователей нужно обсуждать, отстаивать и продвигать, чтобы Биткойн не превратился в площадку для централизованных игроков и инструмент правительственной слежки.

БитНовости отказываются от ответственности за любые инвестиционные рекомендации, которые могут содержаться в данной статье. Все высказанные суждения выражают исключительно личное мнения автора и респондентов. Любые действия, связанные с инвестициями и торговлей на крипторынках, сопряжены с риском потери инвестируемых средств. На основании предоставленных данных, вы принимаете инвестиционные решения взвешенно, ответственно и на свой страх и риск.

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21 нояб. 2022 г.

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24.06.26 22:01 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
25.06.26 21:13 Emilie Safi

A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected], [email protected], WhatsApp +19852969146, telegram @resqprofirm. They are a legitimate team that helps victims of online crypto scams using advanced tools.
25.06.26 21:25 Emilie Safi

So I ended up losing $38,000 to this platform. At first, they kept asking me to put in more money so I could get into my portfolio. I did that, but then they wouldn’t let me withdraw anything—just kept asking for more deposits. It got way too suspicious, so I stopped. I found this company called ResQProfirm on Google and told them what happened. They got in touch, asked me to walk them through everything, and I gave them all the proof I had. They did an amazing job tracking down my money and getting it back. Big thanks to them at [email protected] and on WhatsApp at +19852969146. Please be careful out there and always research before investing.
26.06.26 01:04 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
26.06.26 01:04 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
26.06.26 02:48 Miriam Rocha

I trusted this platform with $120,000 of my hard-earned money. Then they started asking for more deposits just so I could access my own portfolio. I paid, but every withdrawal request was denied. They kept pushing for more money. I finally stopped it just felt wrong. Desperate, I found ResQProfirm on Google. They didn't just hear me out; they truly listened. I shared all my proof, and they launched an investigation. Thanks to their hard work, they tracked and returned my funds. From the bottom of my heart, thank you to [email protected] and their WhatsApp +19852969146. Please stay safe and always verify a platform before investing
26.06.26 02:52 Miško Bakić

I got my $232,000 refund thanks to [email protected] and WhatsApp +19852969146. Highly recommended for anyone in a similar situation.
26.06.26 02:56 Asunción Herrera

A recovery of $48,330 was facilitated by [email protected]. Individuals who have experienced financial fraud may consider contacting this service.
26.06.26 15:05 Riley Stephens

If withdrawals keep getting denied, stay calm. I went through the same, and this firm helped me recover everything. Their assistance was outstanding. Contact: [ResQProFirm @Gmail|•|com], Telegram: ResQprofirm, WhatsApp: <+198> <5296> <9146>.
26.06.26 15:09 Antonio Riley

Withdrawal troubles shouldn’t stress you out. I faced a similar problem, and this firm stepped in and recovered my funds. Their support truly mattered. Contact them: [[email protected], ResQprofirm @aol.com], Telegram: ResQprofirm, WhatsApp: +19852969146.
28.06.26 00:37 kimberlyhebertt673

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
28.06.26 00:37 kimberlyhebertt673

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
29.06.26 11:57 Lisadonato0726

For 43 years, I struggled with bad credit due to my own poor decisions, and my credit score was around 490. When my girlfriend and I decided to buy a house, a mortgage broker informed us that it would be impossible to secure a mortgage with my credit score. As a result, she referred me to a company called HACK MAVENS CREDIT SPECIALIST, assuring me of their professionalism and ability to assist with credit improvement. Upon contacting them, I was impressed by their professionalism and they assured me that they could help. In less than 6 days, my credit score skyrocketed to 785, and they also successfully resolved issues in my credit report, including the bankruptcy. I am incredibly satisfied with their service and would highly recommend HACK MAVENS CREDIT SPECIALIST for reliable credit repairs. You can reach them at H A C K M A V E N S 5 [AT] G M A I L [DOT] COM or at [+] [1] [2 0 9] [4 1 7] – [1 9 5 7]. Thanks to their help, my girlfriend and I are now proud homeowners.
29.06.26 22:37 riley777

Back in 2025, I watched my life savings vanish. A thief took every cent. I felt desperate and went looking for a way to get it back. I found a guy here who said he was an expert haha. He talked about special software that could find my missing cash. I trusted him. That was a big mistake. He was just another scammer. I paid him a software fee and then he just stopped answering my texts and ran off with my money too. I felt so ashamed that I kept quiet about it for months. It is hard to admit you got fooled twice. Later on, I found a real pro. she did not use a fancy sales pitch. she just looked at the trans screenshots and followed the path the money took. she worked fast and got my funds back into my account. Having that money back changed everything. I can sleep again. her info; [email protected]. Call/chatroom on Whtasapp/ +44 7476618364.
30.06.26 15:08 wendytaylor015

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30.06.26 15:08 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
02.07.26 01:22 Lieneke Bonnema

I highly recommend ResQprofirm for their professional asset recovery services of my $120,000 scammed funds. Their expertise, professionalism, and commitment to achieving results make them a reliable choice for anyone seeking dependable recovery assistance. [email protected], WhatsApp +19852969146, telegram @resqprofirm
02.07.26 01:26 Clara Morin

I want to extend my deepest appreciation for showing that circumstances do not define one’s potential for greatness. Your support has been a major source of inspiration during my trading journey, and I am sincerely grateful for your insight and mentorship. Thank you so much. [email protected], WhatsApp +19852969146, telegram ResQprofirm
02.07.26 01:31 Robin Hale

I sincerely want to thank you for demonstrating that anyone can rise above their circumstances and achieve success. Your constant support has been incredibly inspiring during my trading journey, and your wisdom and advice mean so much to me. I appreciate you deeply. [email protected], WhatsApp +19852969146, telegram Resqprofirm
04.07.26 15:32 Fraddy Pual

There are few companies I trust as much as FUNDSRETRIEVER. When I lost $653,000 in Ethereum to a ruthless scam, I thought my life would never be the same. The betrayal cut deep, but I refused to give up. I searched tirelessly for a legitimate way to recover what was stolen, and finally found FUNDSRETRIEVER—the most competent and compassionate recovery team I could have imagined. They handled my case with precision and care, and in the end, my entire ETH wallet was restored. More than the money, they gave me back my hope and happiness. I'm sharing my story because I want others to know that recovery is possible. If a scam has taken from you, don't hesitate—contact FUNDSRETRIEVER today. Email: FUNDSRETRIEVER1@ Gmail.com | WhatsApp: +1 603-512-1448 | Telegram: @FUNDSRETRIEVER
05.07.26 14:44 lydiassmith567

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05.07.26 14:44 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/Text: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
06.07.26 16:20 Olga Ognjanović

Having trouble withdrawing funds from an investment platform? ResQprofirm provides fund recovery assistance for individuals seeking help with investment-related disputes. I reached out to them after experiencing problems with an investment platform, and I appreciated their professionalism and support throughout the process. If you're facing a similar situation, act promptly, keep records of your transactions and communications, and seek assistance from a qualified recovery service or the appropriate authorities. Contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 985 296 9146
06.07.26 16:31 Joseph Weigl

Invest wisely and stay cautious. Don't be influenced by promises of unusually high returns or convincing sales pitches from brokers. I learned this the hard way after falling victim to an investment scam that promised huge profits. Fortunately, I acted quickly and reported the incident to a recovery firm for assistance. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146
06.07.26 16:33 Jaran Løvlien

A heartfelt thank you to RESQPRO FIRM for their commitment and professionalism throughout the investigation of my case. Their team worked diligently and helped recover assets valued at $88,000, which were returned to my wallet. I truly appreciate their support, clear communication, and dedication, and I'm grateful for the assistance I received. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146
07.07.26 18:00 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
07.07.26 18:01 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
09.07.26 19:06 Toivo Walli

I lost 8.56btc to a fake Bitcoin mining site, I tried withdrawing but couldn't approved my process, I reported to !R£SQPROFIRM! via °R£SQproFirm°àt°gmail•com° °tEL£°gram=R£SQprofirm °whaT°Zap+198°52°96°91°46
09.07.26 19:10 Misty Alexander

Ongoing messages demanding more money before approving withdrawals are a major red flag. Stop engaging and report the incident to a trusted recovery team. For professional support, you can contact R£sQprofirm using °ResQproFirm°àt°g,*ma'il(•)¢m°, TEL£gram ResQprofirm, or |whaTZap| +1-985-296-9146.
09.07.26 19:13 Clara Soto

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12.07.26 03:30 Kora Baltacha

Time is critical. Act now by reaching out to a reputable, seasoned recovery specialist who will guide you every step of the way. You'll need to submit transaction proof, scammer details, and any other useful information. Armed with this, the experts can trace and attempt to pull your money back from the scammers' hidden accounts or wallets. Best of all, R£sQprofirm provides recovery help without charging any upfront fees. Contact them immediately via Telegram @ResQprofirm, WhatsApp +19852969146, or email [email protected].
12.07.26 03:33 Pahal Mathew

It's important to move proactively by engaging an experienced recovery specialist. They will assist you throughout the process. To help them, provide: · Transaction evidence · Scammer information · Any additional relevant details The experts will then track and try to retrieve your funds from the scammers' hidden accounts or wallets. R£sQprofirm offers recovery assistance with no upfront fees. Contact: Telegram: @ResQprofirm WhatsApp: +19852969146 Email: [email protected]
13.07.26 23:49 [email protected]

One of the biggest concerns I have about cryptocurrency is the lack of regulation. It creates opportunities for scammers to invent convincing stories and fraudulent investment schemes. Unfortunately, some social media platforms continue to display these ads because they profit from them, even after users report them.I personally clicked on a Facebook advertisement for a company called Chickenfastmining and ended up losing more than $120,000 in a scam. I reported the ad, but nothing was done. Later, through a Reddit community, I found a recovery service called CYBERBERSPY that, in my personal experience, they helped me recover $110,000 of my lost funds. If you've been a victim of a cryptocurrency scam, don't lose hope. Explore your options carefully, and always verify the legitimacy of any recovery service before trusting them or paying any fees. Based on my own experience, CYBERBERSPY was helpful to me and i was able to recover my funds back, but I encourage everyone to do their own research before using any recovery service.i highly recommend: ([email protected])
15.07.26 11:53 Sarah Green

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15.07.26 11:58 Lily Gagné

I sincerely appreciate you for proving that anyone can overcome challenges and achieve success. Your unwavering support throughout my trading investment scam of $88,890 recovery journey has been truly inspiring, and your guidance and wisdom have meant a great deal to me. Thank you for everything ResQprofirm@ gmail.com, ResQprofirm on the telegram.
16.07.26 21:38 patricialovick86

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16.07.26 21:38 patricialovick86

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17.07.26 19:24 laimqq90

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30.07.26 00:04 Ahmed

A really cool analysis, thank you. I was especially struck by how strictly the order is defined: data processing and formatting come first, with color only at the very end. This really saves you from the typical mistake of "first a pretty palette, then we figure out what the chart is for." And the palette validator with OKLCH + colorblindness check is absolutely fantastic; you almost never see that in regular tools. By the way, while reading about rank-trajectory and the logarithmic scale, I immediately remembered how convenient it is to analyze dynamics on charts in ExpertOption—I've been trading there for quite some time now. When the data is well visualized, decisions are noticeably easier and more relaxed. I also liked the point about "no more than eight colors" and the dual-axis ban. Strict restrictions sometimes actually produce better results than complete freedom. I'll try this approach myself.
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04.08.26 11:05 Kisnoles

Excellent analysis, thank you. I was particularly struck by how rigidly the skill sets the order: data processing and form come first, with color coming last. This really cures the habit of "first a pretty palette, then we'll figure it out." A palette validator using OKLCH + color blindness + WCAG is something most chart generators lack. And regarding the boundaries of competence, it's very clear. Where there's a self-checking loop (color), you delegate freely. Where there's a heuristic (form, data interpretation), you remain the final filter. This is a universal principle, not just for /dataviz. By the way, when you look at trading dashboards (including those of decent platforms like ExpertOption), it's immediately clear who thought about readability and who just threw in rainbow lines. Tools like this skill could greatly improve the quality of analytics. Thanks again for the detailed analysis – saved.
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23.08.26 20:02 leslieyee

Excellent analysis by /dataviz! I was particularly struck by how strictly the order is defined: "data meaning first, color last" and how the validator actually adjusts the palette according to OKLCH, color blindness, and WCAG standards. These rules greatly improve the quality of charts. By the way, a similar approach to clean and legible charts is highly valued in trading—for example, on the ExpertOption platform, the interface and price visualization are designed to ensure information is read instantly and without unnecessary noise.
25.08.26 13:44 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.08.26 13:44 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
30.08.26 15:37 [email protected]

Discovering I had been defrauded, I searched online for services claiming to recover stolen ETH. I contacted several companies, but none succeeded. Although some claimed they could trace assets or recover funds, I could not verify their success or recover my money. I later found SYLVESTER BRYANT Recovery through Google. After contacting him, he recovered 450,000,00. He can be reached at [email protected] or WhatsApp at +1 512 577 7957.
30.08.26 15:37 [email protected]

Discovering I had been defrauded, I searched online for services claiming to recover stolen ETH. I contacted several companies, but none succeeded. Although some claimed they could trace assets or recover funds, I could not verify their success or recover my money. I later found SYLVESTER BRYANT Recovery through Google. After contacting him, he recovered 450,000,00. He can be reached at [email protected] or WhatsApp at +1 512 577 7957.
01.09.26 11:16 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
01.09.26 11:16 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
02.09.26 03:43 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
02.09.26 03:43 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
04.09.26 21:51 Kovengray

Recovering your lost investment funds as the case might be, is not what you can do alone, you’d require the service of a trained recovery specialist. A recovery specialist is a person or a group of people who are well equipped to work around the brokerage network. They have vast knowledge about the whole network and have the right software and private keys to follow any transaction. I was ripped off trading online to an investment broker, good thing I got every penny back through the help of Gavin ray he’s a genius Contact : Gavinray78 at gmail com or WhatsApp +1 352 322 2096 It is also important to be patient and really calm during the process.
05.09.26 21:38 [email protected]

I invested 45,000 Euro, and later aggreviated to 198,000 Euro. I requested to place ‎Withdrawal of my funds to be paid to my Bank account. But nothing happened I was subjected to pay more fee until I can get my funds on my account, i got in touch with Theodore ryan here on this platform who had helped a lot of people, I followed all instructions and he legally got back my withheld funds, I got threatened by the company that if I don’t pay they will get my account frozen, all thanks to Theodore ryan and I highly recommend him to anyone dealing with an unregulated broker company… contact him on his Gmail - theodoreryan318@ gmail . com
09.09.26 21:31 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
09.09.26 21:31 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
09.09.26 23:22 Fraddy Pual

Hearing that these individuals are focusing on other people makes me very sad. I had a similar situation with them and lost a lot of money, but after learning about (Cruxcipherteam @ proton DoT me), whataqq:+168160-15021, telegram: @Cruxcipherteam I was able to get my money back. It's critical that we all be watchful and keep reporting these occurrences.
11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
15.09.26 03:35 elioduncan

I fell victim to a freelance web development contract scam that ultimately cost me CAD 4,000. It all started when I came across a job posting on Indeed Canada, a popular online job portal. The position seemed perfect: a freelance web developer role for an established company looking for someone to design and build a fully functional e-commerce website. The job promised a high payment of CAD 20,000 upon successful completion, which sounded like a great opportunity for me to gain experience and earn decent pay.The employer, who introduced himself as a project manager from a "well-known" tech company, was very persuasive and professional in our initial communication. He explained that the project involved developing a user-friendly, responsive online store for their client and that they had a strict timeline to meet. He assured me that the payment would be made promptly after completing the tasks. However, before starting the work, he told me that I would need to pay an upfront fee of CAD 4,000 to cover certain software tools and licensing fees required for the project. This was supposedly a part of their company policy for freelance contractors, ensuring access to their premium resources. The idea of working on a professional project, coupled with the promise of a substantial payout, convinced me to pay the upfront fee.As soon as I made the payment, the project manager became increasingly difficult to reach. He initially responded to my emails and provided some vague instructions on what the project would entail, but as time went on, communication slowed to a complete halt. I never received the required tools or any proper project details. My emails went unanswered, and any attempts to contact the company were met with silence. After waiting for weeks, I realized that I had been scammed.Desperate to recover my money, I turned to TechY Force Cyber Retrieval, a service that specializes in helping victims of online scams. They helped me track the payment and took legal steps to pursue the fraudsters. Through their guidance, I was able to recover the full CAD 4,000. TechY Force Cyber Retrieval worked with my bank to reverse the transaction and liaised with the authorities to trace the scammer's details.This was a hard lesson, and I now know to be highly cautious about online job offers that require upfront payments. It is crucial to research companies thoroughly and avoid any job that seems too good to be true, especially when it involves paying money upfront. WhatsApp https://wa.link/2x6ktp Mail. [email protected]
15.09.26 15:45 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.09.26 15:45 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1