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Papers Benchmarks Datasets Tasks

Memory-poisoning defense research benchmarks · SOTA2 Research

Memory-poisoning defense

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

All four pooled over eight models aggregate

0Consequential ASR (%)

4

Jun 24, 2026

Conv. Trojan reproduced (pooled over eight models)

0Consequential ASR

4

Jun 24, 2026

Trojan Hippo reproduced (pooled over eight models)

0Consequential ASR

4

Jun 24, 2026

MemoryGraft reproduced (pooled over eight models)

0Consequential ASR

4

Jun 24, 2026

MemMorph pooled over eight models reproduced

0Consequential ASR

4

Jun 24, 2026

Popular datasets

MemMorph MemoryGraft Trojan Hippo Conv. Trojan All four

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