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Tool Attack Defense on InjecAgent random topology (test)

0.375ASR@1

No Defense

Updated 4d ago

Evaluation Results

Method	Links
No Defense 2026.01		0.375	0.558	0.675	0.633	0.547	0.333
AgentXposed-Kick 2026.01		0.34	0.48	0.503	0.683	0.517	0.517
AgentXposed-Guide 2026.01		0.323	0.433	0.49	0.7	0.567	0.533
No Defense 2026.01		0.177	0.15	0.143	0.867	0.867	0.867
Inspector 2026.01		0.15	0.213	0.243	0.867	0.783	0.75
Challenger 2026.01		0.113	0.213	0.277	0.9	0.8	0.717
AgentXposed-Kick 2026.01		0.103	0.087	0.077	0.933	0.933	0.933
G-safeguard 2026.01		0.093	0.126	0.131	0.9	0.887	0.887
Inspector 2026.01		0.09	0.063	0.047	0.95	0.95	0.967
G-safeguard 2026.01		0.073	0.067	0.073	0.977	0.933	0.933
AgentXposed-Guide 2026.01		0.073	0.043	0.05	0.95	0.967	0.967
AgentSafe 2026.01		0.063	0.077	0.12	0.95	0.933	0.883
INFA-GUARD 2026.01		0.062	0.031	0.021	0.913	0.983	0.983
Challenger 2026.01		0.05	0.05	0.07	0.983	0.95	0.933
INFA-GUARD 2026.01		0.043	0.023	0.037	0.983	0.983	0.983
AgentSafe 2026.01		0.023	0.01	0.003	0.983	1	1