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SND Defense on Financial SND Dataset

100Blocking Rate

MP-IFC

Updated 9d ago

Evaluation Results

Method	Links
MP-IFC 2026.05		100

SOTA Paper

MP-IFC

The Misattribution Gap: When Memory Poisoning Looks Like Model Failure in Agentic AI Systems

Dataset

Financial SND Dataset

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Related Benchmarks

SND Defense on SND Evaluation Corpus Forensic Attribution on SND memory-layer attacks n=64 (ground-truth)Safety Classifier Evasion on SND (Secret-Note Diffusion) filter-evasion set Persistent Memory Attack Blocking on Cross-session persistent memory attack dataset 110 entry-model pairs 1.0 (test)Malicious Retrieval Attribution on 25 attack and 14 benign scenarios

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