vector database

Jul 4, 2026 6 min read

Embedding Inversion Attacks: Reconstructing Sensitive Text from Vector DBs

Research confirms that text embeddings stored in vector databases are not safely anonymised. Inversion attacks can reconstruct source text with high fidelity from embeddings alone, including those produced by commercial APIs.

img of RAG Security: Attack Surface for AI Teams

May 27, 2026 7 min read

Vulnerabilities

RAG Security: Attack Surface for AI Teams

RAG pipelines introduce document poisoning, indirect prompt injection via retrieved content, and semantic access control gaps that most security teams have not assessed.