Black-Box Evasion Attack Method Based on Confidence Score of Benign Samples

Recently, malware detection models based on deep learning have gradually replaced manual analysis as the first line of defense for anti-malware systems. However, it has been shown that these models are vulnerable to a specific class of inputs called adversarial examples. It is possible to evade the...

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Bibliographic Details
Main Authors: Shaohan Wu, Jingfeng Xue, Yong Wang, Zixiao Kong
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/11/2346