Behavior-Based Security for the Next Billion On-Chain Users

This talk presents a practical framework for detecting malicious token launches by analyzing on-chain behavioral patterns. Instead of waiting for user reports or post-exploit analysis, Rodrigo demonstrates how to identify threats within seconds of deployment using six core behavioral signals—sniper coordination, deployer history, fund flow tracing, timing patterns, retention analysis, and confidence scoring—giving wallets, DEXes, and researchers actionable tools to protect the next billion on-chain users.