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Security & SafetyMedium· Vector Databases· Security· Embeddings
Your vector database is exfiltrated but the document st...
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See plansThe blast radius is effectively the entire corpus. Because the container holds significant information, an attacker can perform an inversion attack, which is essentially a search loop that iteratively guesses text and re-embeds it to see if it matches the stolen vector. Claiming that embeddings are ‘lossy’ or ‘not human-readable’ is a misunderstanding of the threat, as they are not encrypted by default.