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Sep, 2022
一种针对目标检测的大规模多目标黑盒攻击方法
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection
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Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li...
TL;DR
该研究提出了一种基于多目标优化的攻击方法,可以最小化真正例率和最大化假正例率,通过使用改进的遗传算法(GARSDC)和利用不同探测器间的可迁移性,大大提高了攻击效率和性能。
Abstract
Recent studies have shown that detectors based on
deep models
are vulnerable to
adversarial examples
, even in the black-box scenario where the attacker cannot access the model information. Most existing attack me
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