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Prompt Injection Defense on AgentDojo

89.99Benign Utility

PIM

Updated 1mo ago

Evaluation Results

Method	Links
PIM 2026.06		89.99	-	-	-	-	-	-	-	-	-	0
SOM 2026.06		89.99	-	-	-	-	-	-	-	-	-	0
Baseline 2026.06		89.46	-	-	-	-	-	-	-	-	-	3.69
PIM 2026.06		87.25	-	-	-	-	-	-	-	-	-	0
SOM 2026.06		86.72	-	-	-	-	-	-	-	-	-	0
Baseline 2026.06		86.51	-	-	-	-	-	-	-	-	-	0
Baseline 2026.06		85.25	-	-	-	-	-	-	-	-	-	0.53
PIM 2026.06		84.3	-	-	-	-	-	-	-	-	-	0
SOM 2026.06		84.19	-	-	-	-	-	-	-	-	-	0.42
Vanilla 2025.11		77.3	-	51.5	46.8	50.3	48.2	69.3	62.4	46.4	72.3	-
SEP Defense 2025.11		77.3	-	53.5	45.2	55.7	48.9	50.3	54.2	47.6	68.9	-
PromptArmor 2025.11		77.3	0	60.7	25.9	59.3	30.4	62.3	27.8	43.2	65.9	-
IntentGuard 2025.11		77.3	0	71.6	4.3	72.3	3.9	71	3.9	68.7	9.2	-
DataFilter 2026.04		68	-	-	-	-	-	-	-	-	-	8
Vanilla 2025.11		64.9	-	45.2	49.1	46.3	50.7	58.2	64.2	38.9	73.1	-
SEP Defense 2025.11		64.9	-	47.9	47.4	49.3	49.6	47.1	55.1	40.2	69.5	-
PromptArmor 2025.11		64.9	0	53.8	27.8	52.1	31.7	55.4	30.2	40.1	67.1	-
IntentGuard 2025.11		64.9	0	67.3	5.1	67.8	4.7	66.4	4.9	64.3	10.4	-
PISanitizer 2026.04		63	-	-	-	-	-	-	-	-	-	7
No Defense 2026.04		52	-	-	-	-	-	-	-	-	-	42
PromptArmor 2026.04		38	-	-	-	-	-	-	-	-	-	6
SecAlign++ 2026.04		19	-	-	-	-	-	-	-	-	-	0
DataSentinel 2026.04		-	-	-	-	-	-	-	-	-	-	32
PromptGuard 2026.04		-	-	-	-	-	-	-	-	-	-	22
Attn.Tracker 2026.04		-	-	-	-	-	-	-	-	-	-	6
PIGuard 2026.04		-	-	-	-	-	-	-	-	-	-	15