Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information

The function call graph (FCG) based Android malware detection methods have recently attracted increasing attention due to their promising performance. However, these methods are susceptible to adversarial examples (AEs). In this paper, we design a novel black-box AE attack towards the FCG based malw...

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Veröffentlicht in:	arXiv.org 2023-03
Hauptverfasser:	Li, Heng, Zhang, Cheng, Wu, Bang, Yuan, Liheng, Gao, Cuiying, Yuan, Wei, Luo, Xiapu
Format:	Artikel
Sprache:	eng
Schlagworte:	Black boxes Computer programming Evolutionary algorithms Generative adversarial networks Malware Perturbation
Online-Zugang:	Volltext
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