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ResearchFormerly WizWand

Tool Attack Defense on InjecAgent random topology (test)

0.375ASR@1No Defense

Evaluation results

Method	Links
No Defense2026.01		0.375	0.558	0.675	0.633	0.547	0.333
AgentXposed-Kick2026.01		0.34	0.48	0.503	0.683	0.517	0.517
AgentXposed-Guide2026.01		0.323	0.433	0.49	0.7	0.567	0.533
No Defense2026.01		0.177	0.15	0.143	0.867	0.867	0.867
Inspector2026.01		0.15	0.213	0.243	0.867	0.783	0.75
Challenger2026.01		0.113	0.213	0.277	0.9	0.8	0.717
AgentXposed-Kick2026.01		0.103	0.087	0.077	0.933	0.933	0.933
G-safeguard2026.01		0.093	0.126	0.131	0.9	0.887	0.887
Inspector2026.01		0.09	0.063	0.047	0.95	0.95	0.967
G-safeguard2026.01		0.073	0.067	0.073	0.977	0.933	0.933
AgentXposed-Guide2026.01		0.073	0.043	0.05	0.95	0.967	0.967
AgentSafe2026.01		0.063	0.077	0.12	0.95	0.933	0.883
INFA-GUARD2026.01		0.062	0.031	0.021	0.913	0.983	0.983
Challenger2026.01		0.05	0.05	0.07	0.983	0.95	0.933
INFA-GUARD2026.01		0.043	0.023	0.037	0.983	0.983	0.983
AgentSafe2026.01		0.023	0.01	0.003	0.983	1	1