Zengqi Zhao

UNC Chapel Hill

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Constitutional AI & AI Ethics (1)Red-Teaming & Adversarial Robustness (1)

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Xingyu Shen (1)Xingyu Shen (1)Tommy Duong (1)Tommy T Duong (1)

Papers (1)

Feb 23, 2026

2w ago·also Duke, Reality Inc., UNC

Can a Teenager Fool an AI? Evaluating Low-Cost Cosmetic Attacks on Age Estimation Systems

A simple synthetic beard fools AI age estimators into classifying minors as adults up to 69% of the time, exposing a critical flaw in current age-verification systems.

Xingyu Shen, Xingyu Shen, Tommy Duong +13

Computer Vision Constitutional AI & AI Ethics Red-Teaming & Adversarial Robustness

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Zengqi Zhao

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)