AI has successfully transitioned from being a code assistant to autonomously identifying critical vulnerabilities, recently earning a $250,000 bounty for discovering a significant bug without human oversight. This achievement was facilitated by utilizing Deep Invariant Analysis, a technique that allows the system to divide intricate security issues into sub-agents that methodically explore different attack paths. This process was conducted in a sandbox environment, leading to the development of proof-of-concept exploits and the identification of a reproducible critical flaw, showcasing how AI can trace longer chains of cause and effect than a human team is capable of managing.

0xriptide: Riptide (@0xriptide) is a cofounder of GregoAI, which develops AI-driven tools for deep security intelligence and vulnerability detection in complex systems like blockchain protocols. In this news, he shared details of GregoAI autonomously earning a critical bounty by employing Deep Invariant Analysis, multi-agent problem-solving, and sandbox testing to uncover a reproducible exploit. He hosts the BountyHunt3rz podcast and substack on bug bounties while maintaining a leading position on the Immunefi platform.
AI system: The AI system referenced is GregoAI’s autonomous security auditing tool designed to transition from code assistance to independent exploit discovery. It demonstrated capability by using Deep Invariant Analysis to decompose problems across sub-agents, test attack paths in sandboxes, generate proof-of-concept exploits, and identify a critical vulnerability without human guidance. Developers position it as complementary to human auditors, excelling at tracing extended cause-and-effect chains beyond typical working memory limits.

Trend: AI tools are increasingly integrated into bug bounty workflows for handling intricate vulnerability chains.
Platform: HackenProof validated and rewarded an AI-discovered critical vulnerability in a private bug bounty program.
Technique: Deep Invariant Analysis enables AI to split complex security problems into sub-agents for comprehensive path exploration.