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In this chapter, we will delve into adversarial attack and defense to discuss how exactly one can construct adversarial perturbations to manipulate DNN’s decisions and what strategies we can use to defend against them.

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Evasion/Adversarial Attack and Defense

  • 章节

  • 发表日期：

    2026年

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  • Yiran Chen,
  • Hai Li,
  • Huanrui Yang

摘要

In this chapter, we will delve into adversarial attack and defense to discuss how exactly one can construct adversarial perturbations to manipulate DNN’s decisions and what strategies we can use to defend against them.