BriefGPT.xyz
Sep, 2018
机器学习与密码学在防御对抗攻击中的桥梁
Bridging machine learning and cryptography in defence against adversarial attacks
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Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy
TL;DR
本文提出了基于加密学的防御机制抵御神经网络的对抗攻击,对于攻击者在灰盒情况下的各种攻击表现出很强的鲁棒性。
Abstract
In the last decade,
deep learning
algorithms have become very popular thanks to the achieved performance in many machine learning and computer vision tasks. However, most of the
deep learning
architectures are vu
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