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Adversarial Robustness against Indirect Prompt Injection on AgentDojo ToolKnowledge

59.64Utility Score

IPIGuard

9.054422.187235.3248.4528Mar 11, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.03
59.644.88
2026.03
55.330.45
2026.03
52.830
2026.03
50.681.81
2026.03
50.450.68
2026.03
50.1118.48
2026.03
45.80
2026.03
44.110.43
2026.03
42.412.24
2026.03
42.180
2026.03
39.680
2026.03
39.2313.95
2026.03
38.4430.16
2026.03
37.4115.53
2026.03
29.4835.94
2026.03
27.4428.46
2026.03
26.39.3
2026.03
25.416.89
2026.03
220.79
2026.03
19.7310.2
2026.03
16.330.57
2026.03
111.81