RAGAI SECURITY ENGINEERING

RAG metadata leakage

Chunk IDs, scores, source titles, raw snippets and internal hostnames can reveal architecture or sensitive data.

WHY IT MATTERS

Debug-rich responses are useful during development but risky in production.

ENTERPRISE EXAMPLE

A response includes internal database hostnames in source metadata.

SECURITY DECISION

Which security control should be explicit?

REMEMBERSource transparency should not become infrastructure disclosure.
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