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Author

Pei Ran

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Jul 2026

FUADroid: android malware detection with multi-view API feature fusion using machine learning

FUADroid is proposed, a static malware detection method that fuses structural and statistical-semantic views and achieves strong detection performance and exhibits improved robustness under cross-year evaluation settings.

Jiyun Yang, Fan Mei, Zheng-Dong Wan et al. · 0 citations
Open access Jul 2026

AdvAttack: Adversarial attack against machine learning-based Android malware detection models

AdvAttack is a novel black-box adversarial attack framework, which specifically targets static feature-based Android malware detection models and introduces a precise perturbation set construction process based on the relationships between sensitive API calls, which ensures high success rates in evading detection while...

Jiyun Yang, Lijun He, Xintong Cai et al. · 0 citations

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