GhostClaw Malware Targets macOS Crypto Wallets: How KYT Detects Abnormal Fund Flows

GhostClawmacOS securityKYTcrypto wallet protectiontransaction monitoringdigital asset security

Recently, a malware named GhostClaw targeted macOS crypto wallet users. Disguised as a legitimate OpenClaw CLI tool on the npm registry, it infected 178 developers before being removed on March 10. GhostClaw’s propagation and stealth highlight critical security risks for developers and wallet holders.

Malware Operation Mechanism

When users execute npm install, hidden scripts globally install the GhostClaw package, leveraging obfuscated configuration files to evade detection. The software scans the clipboard every three seconds, stealing private keys, mnemonics, and public keys. In a second stage, GhostLoader scans Chromium browsers, macOS keychains, and system storage for wallet data, even cloning browser sessions to access logged-in wallets.

Data Theft and Transmission

Stolen data is transmitted via Telegram, GoFile, and command servers to the attacker. The malware also exfiltrates API tokens linked to AI platforms, giving attackers control over connected services and increasing asset risk.

Role of KYT in Security Protection

Trustformer KYT systems use real-time on-chain analysis and anomaly detection to track unauthorized fund flows. Even if wallet private keys are compromised, KYT can monitor suspicious transactions and high-risk addresses, offering dynamic risk scoring and real-time alerts to detect potential attacks early.

Enhancing macOS Users’ On-Chain Asset Safety

Users should strictly verify the sources of CLI tools and npm packages to avoid untrusted downloads. Combined with KYT on-chain monitoring, digital asset protection is significantly enhanced, mitigating losses caused by malware.

Conclusion

The GhostClaw incident demonstrates that on-chain asset security requires both cautious user behavior and KYT-powered monitoring. Using Trustformer KYT multi-chain tracking and risk scoring, suspicious fund flows can be identified early, ensuring the safety of the digital asset ecosystem.

About Trustformer

Trustformer is a leading blockchain security and compliance technology company specializing in providing professional risk management and compliance solutions for the global cryptocurrency ecosystem. We have developed the cutting-edge Trustformer KYT (Know Your Transaction) platform, which integrates artificial intelligence, blockchain analytics, and regulatory technology to deliver comprehensive, accurate real-time transaction monitoring, risk assessment, and suspicious activity reporting services.

With deep industry expertise and technological innovation, Trustformer is dedicated to helping Virtual Asset Service Providers (VASPs), crypto financial institutions, and investors build a safer and more transparent crypto financial environment. We believe that driving compliance and trust through technology can contribute to the thriving growth of the global digital economy.