Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

SND Defense on Financial SND Dataset benchmark leaderboard · SOTA2 Research

Research Benchmarks

SND Defense on Financial SND Dataset

100Blocking RateMP-IFC

Updated 2mo ago

Evaluation Results

Method	Links
MP-IFC2026.05		100

SOTA Paper

MP-IFC

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

Dataset

Financial SND Dataset

Follow for updates

Join SOTA2 Contact

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