ADMIT achieves 86% average attack success rate on RAG fact-checking at 0.93×10^{-6} poisoning rate across 4 retrievers, 11 LLMs, and 4 benchmarks while remaining robust to counter-evidence.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
ADMIT: Few-shot Knowledge Poisoning Attacks on RAG-based Fact Checking
ADMIT achieves 86% average attack success rate on RAG fact-checking at 0.93×10^{-6} poisoning rate across 4 retrievers, 11 LLMs, and 4 benchmarks while remaining robust to counter-evidence.