Seonglae ChoExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
AI agents are rapidly gaining capabilities that could significantly reshape cybersecurity, making rigorous evaluation urgent. A critical capability is exploitation: turning a vulnerability, which...
https://arxiv.org/abs/2605.11086
ExploitBench: A Capability Ladder Benchmark for LLM Cybersecurity Agents
Exploitation is not a binary event. It is a ladder of acquiring progressive capabilities, from executing a single buggy line of code to taking full control of the target. However, existing LLM...
https://arxiv.org/abs/2605.14153