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Oct, 2019
制作隐形斗篷：对物体检测器的现实世界对抗攻击
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors
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Zuxuan Wu, Ser-Nam Lim, Larry Davis, Tom Goldstein
TL;DR
本文系统研究了对最先进目标检测框架的对抗攻击，证明了其有效性，在不同环境下针对多种检测模型具有广泛的适应性，同时研究了使用印刷海报和可穿戴衣服进行的物理攻击，并用不同的度量方法对这些攻击的性能进行详细的分析。
Abstract
We present a systematic study of
adversarial attacks
on state-of-the-art
object detection
frameworks. Using standard detection datasets, we train patterns that suppress the objectness scores produced by a range o
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