Autonomous AI Agent CTF

AAA-CTF is a research-focused cybersecurity competition that challenges participants to design fully autonomous LLM agents capable of solving CTF challenges without human intervention.

What is Autonomous AI Agent CTF?

Build a fully autonomous LLM agent and run it against a multi-domain CTF challenge set (binary exploitation, reverse engineering, web, crypto, forensics, and misc). The agent must discover flags without any human intervention during evaluation.

Submission

Submit a single zip containing: agent source code, captured flags, execution logs, and a 4–8 page technical report. Only flags autonomously obtained by the agent are valid.

Scoring

Ranked by total challenge score. Ties broken by execution efficiency — fewer tool calls and less time ranks higher.

Participants may compete individually or as part of a team.