Tag: RAG security

Poisoned Embeddings and Vector Store Attacks in RAG Systems: How Hidden Instructions Break AI Retrieval

Poisoned Embeddings and Vector Store Attacks in RAG Systems: How Hidden Instructions Break AI Retrieval

Poisoned embeddings in RAG systems let attackers hide malicious instructions inside AI knowledge bases, causing AI to obey hidden commands without user input. This emerging threat bypasses traditional security and affects all major RAG frameworks.

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