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LLM Agent Security Evaluation research benchmarks · SOTA2 Research

LLM Agent Security Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AgentDojo vulnerable-agent profile stress test (six banking pairs)

0Attack Success Count (out of 6)

5

May 15, 2026

Agent Security Bench (test)

73.67Benign Utility (BU)

5

Mar 24, 2026

Popular datasets

AgentDojo Agent Security Bench

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