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Benchmarks
Memory-mediated Attack Detection on ShopBench
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82.3
ASR-M
No Detection
5.34
25.32
45.3
65.28
Apr 18, 2026
ASR-M
FPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR-M
FPR
No Detection
2026.04
82.3
-
CLIP Anomaly
Lat.=0.02s, Type=Embed.
2026.04
71.2
5.8
MagNet
Lat.=0.08s, Type=Recon.
2026.04
68.4
4.2
Stat. Divergence
Lat.=0.12s, Type=Distrib.
2026.04
62.8
7.3
CognitiveGuard
Lat.=6.5s, Type=Dual
2026.04
8.3
3.2
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