Talks & Speaking

Conference talks and presentations sharing knowledge with the community

Patterns in Chaos: Cross-Chain Forensics at Scale

DuneCon 25

November 19, 2025

Devconnect Buenos Aires

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.

Blockchain Forensics
Cross-Chain Security
Threat Detection
Behavioral Analysis
Smart Contract Security
Web3 Security
Data Analytics
Slides AvailableVideo Available
AI and the Future of On-Chain Trust and Safety

DeFi Security Summit

November 21, 2025

Devconnect Buenos Aires

AI and the Future of On-Chain Trust and Safety

DeFi security has traditionally focused on post-incident forensics and code-level audits. This talk introduces a new attacker-behavior threat model designed for EVM ecosystems, built on repeatable patterns that appear before an exploit executes. Rodrigo walks through pre-deployment signals, attacker clustering, transaction-intent mismatches, and cross-actor correlations that reveal malicious intent early. The session equips protocols, wallets, and infra teams with practical methods to anticipate and block attacks at the moment of deployment, enabling a more proactive security posture across Ethereum and L2s.

AI
Machine Learning
Web3 Security
Blockchain
Threat Detection
Smart Contract Auditing
On-Chain Analytics
Rug Pull Prevention
Slides AvailableVideo Available