Chunqiu Steven Xia
1 indexed paper
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126
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Crypto×1ML×1
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2026
SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?
The paper introduces SEC-bench Pro, a rigorous benchmark for evaluating LLM-based bug hunting on complex software, finding that even advanced agents struggle with long-horizon security tasks.
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Papers
cs.CRcs.LGRecentMay 26, 2026
SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?
Hwiwon Lee, Jiawei Liu, Dongjun Kim, Ziqi Zhang +2 more
The paper introduces SEC-bench Pro, a rigorous benchmark for evaluating LLM-based bug hunting on complex software, finding that even advanced agents struggle with long-horizon security tasks.
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