Crypto theft hit record highs in 2025. This 2026 guide covers every major wallet security threat — phishing, rug pulls, smart contract exploits, private key theft, social engineering, mixer-laundered funds — and how predictive behavioral AI catches threats that reactive blocklists miss. Free tools: Fraud Detector, Rug Pull Detector V3, Wallet Auditor.
95% of PancakeSwap pools end as rug pulls. 99% of Pump.fun tokens extract money from buyers. This 2026 guide explains how to identify fake crypto tokens before investing — covering instant rug pulls, slow pump-and-dump schemes, the red flags to check manually, and which AI tools automate the detection for you.
Static smart contract analysis fails against professional rug pull operators who deliberately write clean code. Behavioral AI catches what code scanners miss — by reading the on-chain history of the people behind the contract. This guide explains why behavioral prediction beats static analysis for rug pull detection and how ChainAware’s V3 model achieves 90.1% accuracy.