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Author

Ayana Hussain

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#artificial intelligence Review Oct 2026

ChatGPT as a Surveillance Assistant? An Exploratory Case Study of AI-Assisted Surveillance Risks

An exploratory case study of what potentially harmful surveillance assistance looks like in ChatGPT's public web interface and finds that even when ChatGPT states a refusal, it may still supply detailed instructions, working code, or architectural guidance alongside brief ethical caveats.

Ayana Hussain, Nicholas Vincent · 0 citations
#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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