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RAG Poisoning Attack Mitigation research benchmarks · SOTA2 Research

RAG Poisoning Attack Mitigation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Perplexity Filter

1.8ASR (PIA)

15

May 27, 2026

Reranking (ColBERTv2)

1ASR (PIA)

15

May 25, 2026

Vigilant Prompt

64ASR (PIA)

15

May 25, 2026

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