Enhanced DNNs for malware classification with GAN-based adversarial training

Zhang, YC; Li, HR; Zheng, Y; Yao, SW; Jiang, JQ

Yao, SW (corresponding author), Yunnan Univ, Sch Software, Kunming 650095, Yunnan, Peoples R China.

JOURNAL OF COMPUTER VIROLOGY AND HACKING TECHNIQUES, 2021; 17 (2): 153

Abstract

Deep learning based malware classification gains momentum recently. However, deep learning models are vulnerable to adversarial perturbation attacks e......

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