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Gradient Shielding: Towards Understanding Vulnerability of Deep Neural Networks

Gu, ZQ; Hu, WX; Zhang, CJ; Lu, H; Yin, LH; Wang, L

Lu, H (corresponding author), Guangzhou Univ, Cyberspace Inst Adv Technol, Guangzhou 510006, Peoples R China.

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021; 8 (2): 921

Abstract

Deep neural networks (DNNs) have been widely adopted but they are vulnerable to intentionally crafted adversarial examples. Various attack methods aga......

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