Trust & Security

Fraud detection, AML compliance, transaction monitoring, rug pull detection, trust scoring, and KYT — powered by ChainAware’s predictive AI agents.

Rug Pull vs Pump and Dump: How Crypto Fraud Extracts Wealth from Retail Investors (2026 Guide)

Rug pull vs pump and dump 2026: how crypto fraud extracts wealth from retail investors. 95% of new DEX pools end in rug pulls. Rug pulls: instant overnight drain (liquidity removed, token worthless). Pump and dump (long rug pull): slow insider sell-off over weeks or months. Both are engineered to maximize retail losses. ChainAware.ai defense stack: Rug Pull Detector (checks creators and LP providers, not source code, 68% accuracy), Token Rank (median Wallet Rank of all holders reveals holder quality), Fraud Detector (98% predictive fraud accuracy), Wallet Auditor (verify any address in 1 second). All free. chainaware.ai. Published 2026.

Crypto AML versus Crypto Transaction Monitoring: What’s the Difference and Why You Need Both

Crypto AML vs Crypto Transaction Monitoring: what’s the difference and why you need both. AML checks where funds came from (backward-looking, fund origin screening). Transaction Monitoring predicts what a wallet will do next (forward-looking, behavioral prediction). AML cannot detect fraud committed with clean funds — the most common gap in crypto compliance. Regulatory basis: FATF Recommendations 10 & 16, MiCA Article 83, FinCEN BSA SAR requirements — both are mandatory for VASPs. ChainAware tools: Fraud Detector (98% AI accuracy, predictive behavioral fraud detection, 14M+ wallets, 8 networks: ETH, BNB, BASE, POL, SOL, TON, TRX, HAQQ) and Transaction Monitoring Agent (24×7 continuous re-screening, Telegram alerts, no-code GTM setup, shadow ban / ban response framework). chainaware.ai/fraud-detector · chainaware.ai/transaction-monitoring

How to Identify Fake Crypto Tokens in 2026: Rug Pulls, Long Rug Pulls, and DYOR

How to identify fake crypto tokens 2026: rug pulls, long rug pulls, DYOR, and AI agent integration. 95% of PancakeSwap pools end as rug pulls. 99% on Pump.fun. Instant rug pull: liquidity drained overnight, 100% loss. Long rug pull (pump and dump): slow insider sell-off over weeks. ChainAware AI tools: Rug Pull Detector (checks contracts and LPs, 98% accuracy, free), Token Rank (holder quality via median Wallet Rank), Fraud Detector. For developers and AI agents: ChainAware Prediction MCP exposes the predictive_rug_pull tool via Model Context Protocol — any AI agent (Claude, GPT, custom LLMs) can call rug pull detection programmatically with a contract address and get structured risk scores in real time. Ready-to-use open-source agent definition: github.com/ChainAware/behavioral-prediction-mcp. API key: chainaware.ai/mcp. Published 2026.