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Benchmarks
Secure LLM Agent Task Completion on ASB
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78.75
Benign Utility
DRIFT
23.37
37.7475
52.125
66.5025
Jun 13, 2025
Benign Utility
Attacked Utility
Attack Success Rate (ASR)
Updated 23d ago
Evaluation Results
Method
Method
Links
Benign Utility
Attacked Utility
Attack Success Rate (ASR)
DRIFT
Base Model=GPT-4o
2025.06
78.75
69.75
8.5
Progent
Base Model=GPT-4o
2025.06
78
69.25
8
DRIFT
Base Model=GPT-4o-mini
2025.06
26.5
28.5
4.75
Progent
Base Model=GPT-4o-mini
2025.06
25.5
28.5
15.75
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