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Download malware fox5/2/2023 ![]() ![]() The experiments are conducted with the latest Android malware samples, and the malware samples are collected from public repositories. ![]() All the malware detection mechanisms presented in the book are based on the authors' recent research. Further, the text shows how most of the Android malware can be detected by checking the presence of a unique subsequence of system calls in its system call sequence. The text then presents four different system call-based dynamic Android malware detection mechanisms using graph centrality measures, graph signal processing and graph convolutional networks. The book begins with an introduction to the Android operating system accompanied by the limitations of the state-of-the-art static malware detection mechanisms as well as a detailed presentation of a hybrid malware detection mechanism. Intelligent Mobile Malware Detection will teach users how to develop intelligent Android malware detection mechanisms by using various graph and stochastic models. The attacks, which escalated after the COVID-19 pandemic, proved there is great importance in protecting Android mobile devices from malware attacks. Book excerpt: The popularity of Android mobile phones has caused more cybercriminals to create malware applications that carry out various malicious activities. This book was released on with total page 189 pages. Book Synopsis Intelligent Mobile Malware Detection by : Tony ThomasÄownload or read book Intelligent Mobile Malware Detection written by Tony Thomas and published by CRC Press. ![]()
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