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News/ExploitBench: A Capability Ladder Benchmark for LLM Cybersecurity Agents
arxiv
PublishedMay 16, 2026 at 4:00 AM
—neutral

ExploitBench: A Capability Ladder Benchmark for LLM Cybersecurity Agents

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arXiv:2605.14153v1 Announce Type: cross Abstract: 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 security benchmarks treat a crash as exploitation success

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