Patterns in Chaos: Cross-Chain Forensics at Scale

Attackers behave consistently across every chain, even when the ecosystems look chaotic. In this talk, Rodrigo breaks down the five behavioral patterns that reveal scams and exploits long before they happen—sniper bot dynamics, cross-chain identity leaks, dangerous function signature pairings, large-scale behavioral spam attacks, and bonding curve concentration risks. Using real multi-chain data, he shows how these patterns let Webacy detect threats at deploy-time instead of after the damage, giving users and protocols an early-warning system for on-chain risk.