SEDMDroid: An enhanced stacking ensemble of deep learning framework for Android malware detection

IEEE Transactions on Network Science and Engineering(2021)

引用 58|浏览27
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摘要
The popularity of the Android platform in smartphones and other Internet-of-Things devices has resulted in the explosive of malware attacks against it. Malware presents a serious threat to the security of devices and the services they provided, e.g. stealing the privacy sensitive data stored in mobile devices. This work raises a stacking ensemble framework SEDMDroid to identify Android malware. Sp...
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关键词
Malware,Feature extraction,Smart phones,Androids,Humanoid robots,Static analysis,Machine learning
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