基于随机补丁的人脸识别系统物理攻击防御策略【英文版】

英文标题：A Random-patch based Defense Strategy Against Physical Attacks for Face Recognition Systems中文摘要：本文提出了一种基于随机贴片的防御策略来检测人脸识别系统的物理攻击，该方法相较深度神经网络在检测攻击方面具有更好的鲁棒性。实验结果表明该方法在检测白盒攻击和自适应攻击方面的性能均优于传统防御方法，并且其易于实现，可推广至其他防御方法以提高检测性能。英文摘要：The physical attack has been regarded as a kind of threat against real-worldcomputer vision systems. Still, many existing defense methods are only usefulfor small perturbations attacks and can't detect physical attacks effectively.In this paper, we propose a random-patc