Hyunjun Kim
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126
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2026
CyBiasBench: Benchmarking Bias in LLM Agents for Cyber-Attack Scenarios
The paper introduces CyBiasBench, a comprehensive benchmark that quantifies the inherent, agent-specific bias in LLM agents' attack selection patterns in cybersecurity scenarios.
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Papers
cs.CRcs.AIRecentMay 8, 2026
CyBiasBench: Benchmarking Bias in LLM Agents for Cyber-Attack Scenarios
Taein Lim, Seongyong Ju, Munhyeok Kim, Hyunjun Kim +1 more
The paper introduces CyBiasBench, a comprehensive benchmark that quantifies the inherent, agent-specific bias in LLM agents' attack selection patterns in cybersecurity scenarios.
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