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Aug, 2019
AdvHat:面向ArcFace人脸识别系统的现实世界对抗性攻击
AdvHat: Real-world adversarial attack on ArcFace Face ID system
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Stepan Komkov, Aleksandr Petiushko
TL;DR
本文提出了一种新的易于复现的技术攻击公共人脸识别系统ArcFace，利用一种新算法生成的对抗性贴纸可以在不同的场景下造成干扰。该方案可以混淆现有的最先进人脸识别模型LResNet100E-IR，ArcFace@ms1m-refine-v2，并可用于其他人脸识别模型。
Abstract
In this paper we propose a novel easily reproducible technique to attack the best public
face id
system
arcface
in different shooting conditions. To create an attack, we print the rectangular paper sticker on a c
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