Memory-mediated Attack Detection on ShopBench
82.3ASR-MNo Detection
Evaluation results
| Method | Links | ||
|---|---|---|---|
| No Detection2026.04 | 82.3 | — | |
| CLIP AnomalyLat.=0.02s, Type=Embed.2026.04 | 71.2 | 5.8 | |
| MagNetLat.=0.08s, Type=Recon.2026.04 | 68.4 | 4.2 | |
| Stat. DivergenceLat.=0.12s, Type=Distrib.2026.04 | 62.8 | 7.3 | |
| CognitiveGuardLat.=6.5s, Type=Dual2026.04 | 8.3 | 3.2 |