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Natural Identifiers for Privacy and Data Audits in Large Language Models

arXiv cs.LG · 2026-06-24 Cached

This paper introduces natural identifiers (NIDs) for post-hoc privacy auditing and dataset inference in large language models, eliminating the need for retraining or held-out datasets.

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