Work
Research papers, software, and miscellaneous projects that deserve a mention
Tags20
HackSynth
HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing
An LLM agent that attempts penetration-testing challenges on its own, plus a framework to evaluate how well it does.
HackSynth-GRPO
Improving LLM Agents with Reinforcement Learning on Cryptographic CTF Challenges
Teaching a small LLM agent to solve cryptographic CTF challenges with reinforcement learning, instead of only prompting it.