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Benchmarks
Memory Poisoning Detection on Synthetic Corpus
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100
TPR (AGENTPOISON)
Watermark
-4
23
50
77
May 5, 2026
TPR (AGENTPOISON)
TPR (MINJA)
TPR (INJECMEM)
FPR (AGENTPOISON)
FPR (MINJA)
FPR (INJECMEM)
AUROC (Average)
Updated 28d ago
Evaluation Results
Method
Method
Links
TPR (AGENTPOISON)
TPR (MINJA)
TPR (INJECMEM)
FPR (AGENTPOISON)
FPR (MINJA)
FPR (INJECMEM)
AUROC (Average)
Watermark
2026.05
100
100
100
0
0
0
99.1
Proactive
2026.05
100
7
60
1
1
1
-
MEMSAD (comb.)
Calibration type=Trigg...
2026.05
100
-
-
0
-
-
100
Composite
2026.05
100
100
100
0
0
0
-
Validation
2026.05
60
40
80
10
10
10
-
MEMSAD (comb.)
Calibration type=Plain...
2026.05
0
40
20
0
0
0
86.7
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