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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Mushtari Sadia

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Preprint Sep 2026

PIMENTO: A Privacy Framework for Querying Text

Currently, there are two state-of-the-art, complementary privacy guarantees: contextual integrity (CI) for what may flow, and differential privacy (DP) for what may be inferred. Yet neither maps cleanly onto natural language, leaving existing approaches unable to provide these guarantees for analytics over unstructured...

Mushtari Sadia, Ang Chen, Amrita Roy Chowdhury · 0 citations

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