AH

Ayana Hussain

cs.AIcs.CLcs.CRcs.LG

On Valency

published · living versions

W_tdrr5uzw·v1 · currentpublished

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

with Nicholas Vincent

1 version

Preprints & journals

4 papers in the corpus · 2025–2026

Loose Lips: Understanding Privacy Leakage in Agentic Dialogue2610.14071v1 · Soumya Sharma, Ayana Hussain, Heber Hwang Arcolezi et al.2026 · 0 citationsarXiv

IDP-Bench: Benchmarking ability of LLMs to protect personal information in interdependent privacy contexts2606.09908v1 · Ayana Hussain, Soumya Sharma, Golnoosh Farnadi et al.2026 · 0 citationsarXiv

Optimizer Dynamics at the Edge of Stability with Differential Privacy2512.19019v1 · Ayana Hussain, Ricky Fang2025 · 0 citationsarXiv

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs2508.10010v1 · Ayana Hussain, Patrick Zhao, Nicholas Vincent2025 · 0 citationsarXiv

Career total: 5 works. 4 are in this corpus.

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