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CTF и нейросети: опыт решения задач по кибербезопасности с помощью ИИ

Всем привет!
Меня зовут Глеб Санин, аналитик данных R&D-лаборатории Центра технологий кибербезопасности ГК «Солар». В этой статье я попробовал разобраться, поможет ли ИИ в решении заданий на CTF-турнирах и с какими ограничениями можно столкнуться в моменте.

О будущем использовании ИИ в CTF, как улучшить взаимодействие человека и «машины» и об этике использования ChatGPT подискутируем в комментариях.

ИИ поехали...

Формат Capture the Flag (СTF) стремительно набирает популярность в киберучениях. Например, мы в «Солар» проводим ряд киберучемпионатов в таком формате. Например, международный турнир «Солара» в Таиланде, в котором приняли участие около 400 местных ИБ-специалистов, или партнерские соревнования вместе с Beeline Кыргызстан, в которых за победу бились 200 игроков.

Чаще всего на CTF выносят задания криптографии, реверс-инжинирингу, эксплуатации уязвимостей, веб-безопасности, стеганографии. Усложнение задач на CTF требует новых, более эффективных методов. Например, задания в некоторых категориях отнимают часы, а то и дни. Неслучайно, участники пытаются использовать автоматические и полуавтоматические инструменты, чтобы ускорить выполнение этапа.

Афанасий Клюнков, менеджер департамента «Киберполигон», ГК «Солар»:

В международном киберчемпионате в формате CTF, который мы организовали
в 2024 году, некоторые участники использовали различные нейросети для оперативного решения кейсов. Но стоит учитывать, что в условиях соревнований
на киберполигоне, задачи, вынесенные на CTF, закладываются внутри инфраструктуры. Это серьезно осложняет поиск решений в открытых источниках
и с помощью различных ИИ-инструментов. ИИ способен помочь в декомпозиции найденной части решения, но не поможет в решении полноценных кейсов.

LLM, или большие языковые модели, которые обучены на больших объемах данных, способны генерировать текстовые ответы на различные вопросы. В этом статье рассмотрим разные версии ChatGPT для решения задач в соревнованиях CTF, так как правильное использование LLM может существенно помочь в ходе турнира.

Для исследования мы используем различные версии ChatGPT от OpenAI: GPT-o1-preview GPT-4o, GPT-4, а также GigaChat от Сбера и локально развернутая версия Llama 3.1.

Для начала сравним даты выпуска моделей:

Модель

Дата выпуска

GPT o1-preview

12 сентября 2024

GPT-4o

13 мая 2024

GPT-4

14 марта 2023

GigaChat

24 апреля 2023

Llama 3.1

23 июля 2024

GPT o1-preview - наиболее актуальная модель, поэтому от нее самые большие ожидания.

В качестве одного из испытаний мы выбрали CTF-соревнование Google Capture The Flag 2024 (ссылка). На этом соревновании представлены 5 категорий: misc, crypto, pwn, reversing, web:

  • Misc (Miscellaneous): Задачи, не связанные напрямую с ИБ, но требующие критического мышления и творчества. Это может быть решение головоломки, а также задачи, требующие знаний об истории, культуре или других гуманитарных направлений.

  • Crypto (Криптография): Задачи, связанные с криптографией, включая шифрование, дешифрование, атаки на криптосистемы, работу с шифрами и ключами.

  • Pwn (Exploitation): Задачи, связанные с эксплуатацией уязвимостей ПО, включая finding и patching уязвимостей, а также эксплуатацию уязвимостей для получения привилегий или получения «флага».

  • Reversing (Реверс-инжиниринг): Задачи, связанные с анализом двоичных файлов, включая декompилирование, дешифрование и анализ двоичных данных для выявления скрытых функций или «флага».

  • Web (Веб-инженерия): Задачи, связанные с веб-разработкой и веб-сайтами, включая инъекции SQL, атака на CSRF, XSS, анализ веб-страниц и получение «флага» через веб-сайт.

Для начала попробуем решить задачу PYSTORAGE из категории MISC

Первая тестируемая модель – Llama 3.1, сформирован запрос:

69869ff4796c1acf33f0bed232d9ef11.png

И далее код из самой задачи, модель анализировала и около через 30 секунд выдала:

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Данные советы не подошли, запросы, которые писала Llama, не привели к «флагу».
После уточнения задачи Llama стала писать один и тот же ответ, ожидая какого-то ответа:

bf2c07295408cd162d1d6ec8edabd768.png

Таким образом, решить эту задачу через Llama 3.1 не удалось за затраченное время около 20 минут и примерно 10 итераций диалога.

Эта же задача для GPT-4o:

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После долгого «общения» и следования инструкция от GPT-4o так и не удалось прийти к ответу. Хотя модель смогла проанализировать код и предложить возможные решения, но они не привели к решению задачи.

GigaChat предложил использовать брутфорс, чтобы получить пароль авторизации:

b68636d8d94608f212babd0b6ec09ce5.png

Брутфорс пароля может занять года, поэтому этот вариант решения точно не является правильным. Далее после разговора было предложено другое решение:

34e2952b34012698ba350e7dce78b30c.png

Получается, что GigaChat не смог распознать уязвимость в коде и предложить корректный вариант обхода. Возможно, эта задача оказалась слишком сложной для нейросетей.
Следующие задачи будут проще и ход решения будет описан более кратко.

Задачи из категорий Misc (Miscellaneous), Crypto, Pwn, Reversing, Web
Ссылка на задачи

Пример задач из категории Crypto и ссылки на задачи:

b03abc5a48f8f5230ca9a82c23dbf519.png

Таблица, приведенная ниже, отражает название нейросетей, номера задачи, получен ли корректный ответ, а также время, которое потребовалось нейросети, чтобы дойти до правильного ответа (если он получен) или время, за которое до правильного ответа дойти не удалось.

Название нейросети

Meta-Llama-3.1-8B

CPT-4o

mistral.ai

GigaChat

Задача 1.

Неверный ответ,

37 сек.

Верный ответ,

41 сек.

Неверный ответ, 55 сек.

Отказался расшифровывать

Задача 2.

Нет ответа,

216 сек.

Описанные действия привели к верному ответу,

54 сек.

Нет ответа,

64 сек.

Отказался расшифровывать

Задача 3.

Неверный ответ,

55 сек.

Неверный ответ,

53 сек.

Неверный ответ, 35 сек.

Неправильный ответ, 65 сек.

Решенных задач

0 из 3

2 из 3

0 из 3

0 из 3

В категории Crypto только GPT-4o показал хороший результат, остальные нейросети не справились совсем. Llama3.1 «сошла с ума» и повторяла разные предложения в одной задаче, и не смогла сложить двоичный код в другой задаче:

97f32aad10a0e6e3c6ae2cc72eda7012.png

Mistral ai решил первую задачи почти правильно, ошибившись в ответе почему-то на единицу. То есть он корректно определил тип ширования в первой задаче, но неверно дешифровал само сообщение, добавав к последней цифре единицу, что очень странно.

GigaChat отказалась помогать с решением первой и второй задачи, сославшись на свои правила:

4b01219ddb4d7d62541e76608293792f.png

А вот с третьей задачей решила помочь и предоставила код, который, как было написано, решил бы эту задану. Но ни он, ни два исправления в нем к правильному ответу не привели.
Подбор заданий затруднен тем, что множество задач содержат какие-то файлы, но не все нейросети поддерживают загрузку файлов или только специфические расширения (docs, pdf).

Поэтому задача состоит в том, чтобы найти задания, которые будут нетривиальные и при этом не содержать файлы. Хотя для некоторых категорий задач придется использовать только те нейросети, которые поддерживают загрузку файлов. GPT-4o имеет поддержку файлов, поэтому протестировали решение задач с помощью этой нейросети.

Перейдем к категории Stegano

Ссылка на задачу

Задача заключается в том, чтобы найти пять «флагов» в одном файле docx. Задание выглядит так:

dc724f4789a11129610cb779f5e545ce.png

Выглядит запрос так:

66e24df71728cc4e94cf8f509957b3cd.png

После длительного общения удалось получить большинство «флагов», хотя и GPT4-o самостоятельно и быстро смог найти только первый «флаг», он был скрыт в самом документе и имел такой же цвет, как и страница. Таким образом, чтобы найти «флаг», нужно было перекрасить все содержимое страницы в другой цвет шрифта или поменять заливку страницы.
Около 15 минут нейросеть не могла найти ничего, кроме одного «флага». После небольшой подсказки (достаточно очевидной), которая была дана после 15 минут неуспешных попыток нахождения флага, модель GPT4-o достигла прогресса:

20ae5258a52eb128fd97441b8c824c17.png

После продолжительного общения был отправлен запрос на подведение результатов этой задачи. Следующий ответ сгенерирован ChatGPT.

Задача (номер флага)

Нулевой флаг

Первый флаг

Второй флаг

Третий флаг

Четвертый флаг

Ответ

spbctf{Winter_Schnee}

Найден через анализ hex-представления файла. Я искал последовательности в бинарных данных, содержащие паттерн spbctf{…}.

Первый флаг: spbctf{Ruby_Rose_assassin}

Найден в текстовом содержимом файла rwby.docx в разделе основного текста документа (внутри word/document.xml)

Не найден

Третий флаг: spbctf{Weiss_Schnee_mage}

Найден с использованием OCR (распознавание текста) на изображении theme.jpg из содержимого архива

Четвёртый флаг: spbctf{Yang_Xiao_Long_monk}

Найден в файле fontTable.xml, где он был спрятан в метаданных шрифтового файла

Затраченное время

Время на поиск: около 10 мин, включая анализ hex-данных

Время на поиск: примерно 5 мин.

-

Время на поиск: около 15 мин, включая анализ изображения и запуск OCR

Время на поиск:
около 10 мин

В целом, процесс занял около 40-50 минут, включая анализ различных типов данных и скрытых файлов в архиве rwby.docx.

Таким образом, GPT-4o смогла найти 4 из 5 «флагов» к нетривиальному заданию, что можно считать очень хорошим результатом. Модель самостоятельно распаковала docx файл в архив и проанализировала все файлы. Более того, один из «флагов» был записан текстом в картинке, то есть нейросеть смогла перевести текст, нарисованный на картинке, которая скрыта в файле docx.

Данные задачи тестировались только на GPT-4o, так как Llama, установленная локально, не умеет читать файлы, как и mistral.ai.

Выводы

Наше исследование выявило, что у различных моделей нейронных сетей, включая Llama 3.1, GigaChat и GPT-4o, существуют ограничения при решении задач CTF.

При этом среди протестированных моделей GPT-4o продемонстрировала более высокую производительность, решив задачи средней сложности (далеко не с первого раза и с подсказками). Модель помогла решить две из трех криптографических задач и четыре из пяти стеганографических «флагов».

А модели Llama 3.1 и GigaChat испытывали трудности, часто не давая правильных решений, требуя обширного вмешательства человека или отказываясь решать задачи из-за политики безопасности.В целом, нейронные сети не совсем эффективны для решения сложных и разнообразных задач CTF. Несмотря на возможности ИИ, человеческий опыт по-прежнему незаменим.

При этом стоит обратить внимание на этику использования ИИ в CTF, так как использование таких инструментов может потенциально подорвать справедливость и непредвзятость при оценке результатов игроков.

Ссылки на полезные источники:

1. https://ru.wikipedia.org

2. https://giga.chat/

3. https://capturetheflag.withgoogle.com/

4. https://ctftime.org/

5. https://crypto-kids20.forkbomb.ru/tasks

Источник

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  • 09.10.25 08:37 pHqghUme

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  • 09.10.25 08:37 pHqghUme

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  • 09.10.25 08:40 pHqghUme

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  • 09.10.25 08:40 pHqghUme

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  • 09.10.25 08:41 pHqghUme

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  • 09.10.25 08:41 pHqghUme

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  • 09.10.25 08:42 pHqghUme

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  • 09.10.25 08:42 pHqghUme

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  • 09.10.25 08:42 pHqghUme

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  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.10.25 04:41 luciajessy3

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

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

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

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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