David Brumley
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126
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Crypto×1AI×1
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2026
ExploitBench: A Capability Ladder Benchmark for LLM Cybersecurity Agents
The paper introduces ExploitBench, a capability-graded benchmark that measures the progressive stages of exploitation, demonstrating that while current frontier models can easily trigger bugs, achieving full arbitrary code execution against hardened targets remains a significant, emerging challenge.
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