D03 · Data and confidentiality

Disclosure resistance

Sensitive context is revealed through responses, retrieval, logs or indirect prompt manipulation.

Requirement

Apply output filtering, retrieval authorization and context isolation so a requester receives only data they may access.

Expected evidence

  • Retrieval authorization rules.
  • Red-team cases for direct and indirect disclosure.

Proposed verification

  1. Probe with identifiers from another role and tenant.
  2. Inspect traces for sensitive prompt or tool output leakage.

Limit

Sampling cannot prove the absence of every disclosure path.

Sources