Why it matters

RAG poisoning shapes retrieval security. Understanding shapes ingestion safety.

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The architecture

Malicious doc ingested.

Indexed + retrievable.

Retrieved on target query.

Injects or misinforms.

RAG poisoning flowMalicious docin ingestionIndexedvector DBRetrieved on queryinjects or misinformsIngestion trust levels + provenance + adversarial doc detection defend
RAG poisoning.
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How it works end to end

Ingestion trust: only vetted sources.

Provenance: track doc origin.

Detection: adversarial doc classifier.

Diversify retrieval.