Mobile malware detection method using improved GhostNetV2 with image enhancement technique

Mobile malware detection method using improved GhostNetV2 with image enhancement technique

Abstract In recent years, image-based feature extraction and deep learning classification methods are widely used in the field of malware detection, which helps improve the efficiency of automatic malicious feature extraction and enhances the overall performance of detection models. However, recent...

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Bibliographic Details
Main Authors: Yao Du, CaiXia Gao, Xi Chen, MengTian Cui, LiLi Xu, AoJi Ning
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Malware detection
Image enhancement
Improved GhostNetV2
Adversarial samples
Online Access:https://doi.org/10.1038/s41598-025-07742-8
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https://doi.org/10.1038/s41598-025-07742-8

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