A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild

Xiang Ling 0001, Zhiyu Wu, Bin Wang 0062, Wei Deng, JingZheng Wu, Shouling Ji, Tianyue Luo, Yanjun Wu. A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild. In Davide Balzarotti, Wenyuan Xu 0001, editors, 33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA, August 14-16, 2024. USENIX Association, 2024. [doi]

Abstract

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