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Updated: Jan 10, 2026

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FP-ZOO:基于快速补丁的零顺序优化,用于黑盒对视觉模型的对抗性攻击

Junho Seo1, Seungho Jeon2

  • 1Telecommunications Technology Association, Bundang-ro 47, Bundang-gu, Seongnam-si 13591, Gyeonggi-do, Republic of Korea.

Sensors (Basel, Switzerland)
|November 27, 2025
PubMed
概括

一个新的基于补丁的快速零顺序优化 (FP-ZOO) 攻击增强了深度视觉模型的对抗性强度. FP-ZOO实现了高成功率和更快的生成时间来抵御逃避攻击,改善了模型的安全性.

关键词:
敌对攻击是对抗性的攻击.黑子攻击攻击黑子攻击逃避攻击 逃避攻击视觉模型 视觉模型 视觉模型零度顺序优化优化

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