[KongchangAI]
Conceptsanitized reference

Redacted Citation

A method of data citation that replaces complete data with pointers or summaries containing no original sensitive content, used in audit trails to avoid leaking sensitive content while preserving access-control boundaries.

Timeline (last 90 days)

Oct 17

The article presents a fictional example: in an accessory replacement scenario, the resolver output should indicate that the accessory support instruction was selected, that marketing signals were insufficient, that the old category needs a freshness review, and should retain redacted source references.

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Oct 17

Trace references should not become a channel for bypassing document permissions, and reason codes should not accidentally leak sensitive source content.

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Oct 17

A redacted reference means replacing full data with a pointer or summary that does not contain the original sensitive content, for example recording only the source document's ID, version number and category label without copying the specific text.

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Oct 17

Redacted references are usually paired with access control list (ACL) inheritance: the reference itself carries no sensitive data, and reviewers need their existing permissions to resolve the content behind it.

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