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Tracking stolen crypto — How blockchain analysis helps recover funds

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Over $900 million was hacked in crypto in 2023. How can blockchain analysis help in finding and retrieving stolen assets?

Amid the rapid evolution of decentralized finance (DeFi) and the broader Web3 landscape, security is of paramount importance. New threats continue to emerge, making it essential to understand attack patterns for risk assessment and reliability evaluation. In 2023 alone, over $990 million was lost or stolen, according to Cointelegraph’s Crypto Hacks database.

This growing demand for security has led to the emergence of a diverse ecosystem of Web3 security expertise, ranging from decentralized identity solutions to smart contract auditors, ensuring the safety of this dynamic digital space.

Sign up to the Cointelegraph Research Crypto Hacks Database here

The Lazarus Group, a state-affiliated hacking group from North Korea, remains a persistent threat. Lazarus was responsible for confirmed losses totaling at least $291 million in 2023. Even as the year progressed into the third quarter, Lazarus remained active and was responsible for the attack on CoinEx, resulting in losses exceeding $55 million, leaving a chilling reminder of the cybersecurity challenges.

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Fortifying crypto security with blockchain analysis

Furthermore, even companies sometimes struggle to combat potential hacks and exploits. Accordingly, solo crypto enthusiasts need skills to conduct analysis and research to protect funds. Blockchain analysis is the investigative process of examining blockchain transactions to trace illicit activities and recover stolen assets. Here’s how it works:

  1. Transaction tracing: Blockchain analysts meticulously trace blockchain transactions involving stolen cryptocurrency.
  2. Address clustering: Analysts group related addresses to identify the flow of stolen funds. This clustering helps to understand how funds move between wallets.
  3. Behavioral analysis: Analysts can identify unusual or suspicious behavior that may indicate hacking or theft by studying transaction patterns.
  4. Pattern recognition: Analysts use historical data and known attack patterns to recognize emerging threats, allowing for early detection and mitigation.
  5. Regulatory vigilance: Governments worldwide are pushing to introduce stricter Anti-Money Laundering (AML) and Know Your Customer (KYC) regulations in crypto.
  6. Collaboration: Blockchain analysis often involves collaboration with law enforcement agencies, exchanges, and other stakeholders to freeze or recover stolen assets.

When investigating a cryptocurrency hack, blockchain analysis is one of the tools at an investigator’s disposal. Open-source intelligence (OSINT) is another critical component. Investigators use OSINT to gather information about individuals or entities involved in the hack. This may include using tools like Etherscan, Nansen, Tenderly, Ethective or Breadcrumbs to understand the situation better.

By combining blockchain analysis with OSINT, investigators can construct a comprehensive view of the hack, potentially identifying the perpetrators and recovering stolen assets more effectively.

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In a notable case, the perpetrator of the Curve Finance exploit, which resulted in over $61 million in crypto losses on July 30th, has returned around $8.9 million in cryptocurrency to Alchemix Finance and Curve Finance. Surprisingly, the attacker’s motive was not to evade capture but to preserve the integrity of the exploited protocols. The attack, exploiting a reentrancy bug, affected various pools, including Alchemix Finance’s alETH-ETH, JPEG’d pETH-ETH and Metronome sETH-ETH pools. While the returned funds represent roughly 15% of the total drained, this incident highlights the intricate ethical and motivational dynamics in the crypto space following security breaches.

On-chain data remains an invaluable investigative tool, unique to the world of blockchain and crypto assets. Thanks to the underlying distributed ledger technology, it provides all Web3 enthusiasts with an exceptional window into asset movements, transaction tracking, and robust analysis capabilities. Make the most of these opportunities by exploring the Cointelegraph Research Crypto Hacks database, an indispensable resource for gaining comprehensive insights into recent security incidents and emerging threats. Discover how this powerful tool can empower you to protect your crypto assets and stay ahead of potential risks.

The Cointelegraph Research team

Cointelegraph’s Research department comprises some of the best talents in the blockchain industry. Bringing together academic rigor and filtered through practical, hard-won experience, the researchers on the team are committed to providing the most accurate, insightful content available on the market.

With decades of combined experience in traditional finance, business, engineering, technology and research, the Cointelegraph Research team is perfectly positioned to put its combined talents to proper use.

The opinions expressed in this article are for general informational purposes only and are not intended to provide specific advice or recommendations for any individual or on any specific security or investment product.

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    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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