Intelligent Mobile Malware Detection (Security, Privacy, and Trust in Mobile Communications)

Intelligent Mobile Malware Detection is a book that provides a comprehensive overview of Android malware detection mechanisms. The book begins by introducing the Android operating system and outlining the limitations of traditional malware detection methods. It then explores four different system call-based dynamic Android malware detection mechanisms, including those based on graph centrality measures, graph signal processing, and graph convolutional networks. The book also examines how to detect malware by analyzing patterns within system call sequences. It concludes by discussing recent malware attacks, highlighting the need for robust and adaptable detection mechanisms. The book is intended for Android malware researchers, developers, students, and cybersecurity professionals.

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