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Soumya Sharma

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#artificial intelligence Preprint Oct 2026

Loose Lips: Understanding Privacy Leakage in Agentic Dialogue

As LLM agents are increasingly deployed in high-stakes enterprise settings, understanding how they handle sensitive information in agentic dialogue has become critical. Privacy leakage in such settings requires reasoning about whether information flows respect the contextual norms under which they originated. We extend...

Soumya Sharma, Ayana Hussain, H. H. Arcolezi et al. · 0 citations

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