Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle
Paper Multimodal

Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle

Adversarial protections applied by content owners across a visual asset's lifecycle—including privacy filters, unlearnable examples, generative safeguards, adversarial CAPTCHAs,…

Hugging Face · Daily Papers ·Jiaming Zhang, Boyang Chen · ·▲ 3 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Jiaming Zhang, Boyang Chen, Zherui Li, Fuyao Zhang, Xinyu Yan, Hong Xi Tae

  • 3 upvotes da comunidade
  • Temas: adversarial attacks, unlearnable examples, generative safeguards, adversarial CAPTCHAs, provenance mechanisms, transferability

Resumo

Resumo original (em inglês), extraído do paper:

Adversarial protections applied by content owners across a visual asset's lifecycle—including privacy filters, unlearnable examples, generative safeguards, adversarial CAPTCHAs, and provenance mechanisms—are surveyed and evaluated for robustness against adaptive threats.

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