GMTP detects poisoned RAG documents by masking high-gradient tokens and flagging documents whose masked-token probabilities are abnormally low.
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Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection
GMTP detects poisoned RAG documents by masking high-gradient tokens and flagging documents whose masked-token probabilities are abnormally low.