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

arXiv:2602.19539 · cs.CV, cs.CR, cs.LG · Submitted 2026-02-23 · Read on arXiv

cs.CV, cs.CR, cs.LG

Submitted: 2026-02-23

Updated: 2026-10-24

Terminology

• Robustness — 2× in this paper · explained in 6 episodes
• Vision-language models — 2× in this paper · explained in 2 episodes
• Adversarial Robustness — 1× in this paper · explained in 4 episodes
• Attack Conversion Rate — 1× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Editor — 1× in this paper · explained in 2 episodes
• Verification — 1× in this paper · explained in 2 episodes

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