The complete guide to ChainAware’s Predictive Fraud Detector — how it works, how it differs from AML screening, when to use it, and its limitations. 98% prediction accuracy, real-time, free to use. The key distinction: AML looks backward at transaction history. Fraud detection looks forward at behavioral probability.
In Web3, your wallet history is your business card. ChainAware Share My Audit turns your on-chain transaction history into a shareable trust passport — proving experience, risk profile, and Web3 credentials to any counterparty with one link. Here’s how to generate yours and why it matters for every high-value Web3 interaction.
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.
DeFi lending is stuck at overcollateralization because protocols can’t assess borrower creditworthiness. This complete guide covers how ChainAware Credit Score — built on Wallet Auditor, Fraud Detector, and Cash Flow Analysis — enables undercollateralized lending, DAO treasury credit, and smarter user acquisition in 2026.
Borrower creditworthiness changes after a loan is issued — most DeFi protocols don’t notice until it’s too late. This guide covers ChainAware’s Credit Scoring Agent: 24/7 real-time borrower monitoring via Google Tag Manager, powered by a 3-pillar AI score combining Wallet Audit, Fraud Detection, and Cash Flow Analysis.
50% of Ethereum transactions are payments — yet the payment layer has almost no security infrastructure. This guide explains why crypto trust score metrics matter for real-time counterparty verification, how predictive fraud scoring differs from reactive blocklists, and why checking any wallet before transacting is the most important security habit in Web3.
Rug pulls drain liquidity overnight — token worthless by morning. Pump and dump schemes extract value slowly over weeks through insider sell-offs. Both are engineered to maximize retail losses. This 2026 guide explains how each works, how to tell them apart, and which ChainAware tools detect each type before you invest.
Hardware wallets protect your private keys — but that’s only half of crypto security. This 2026 guide reviews the top hardware wallets (Ledger Nano X, Trezor Model T, Coldcard Mk4, Keystone Pro, Foundation Passport) and covers the second half most guides ignore: verifying every counterparty before you send irreversible funds.
AML checks where funds came from. Transaction monitoring predicts what a wallet will do next. Most DeFi protocols run one but not the other — leaving a critical gap that sophisticated fraudsters exploit with clean funds. This guide explains the difference, the regulatory basis for both, and why you need them together.
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.