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

 
9780367638719: Intelligent Mobile Malware Detection (Security, Privacy, and Trust in Mobile Communications)
  • PublisherCRC Press
  • Publication date2022
  • ISBN 10 0367638711
  • ISBN 13 9780367638719
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages190

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9781032421094: Intelligent Mobile Malware Detection (Security, Privacy, and Trust in Mobile Communications)

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ISBN 10:  1032421096 ISBN 13:  9781032421094
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Thomas, Tony,Surendran, Roopak,John, Teenu,Alazab, Mamoun
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Hardcover. Condition: new. Hardcover. The popularity of Android mobile phones has caused more cybercriminals to create malware applications that carry out various malicious activities. The attacks, which escalated after the COVID-19 pandemic, proved there is great importance in protecting Android mobile devices from malware attacks. Intelligent Mobile Malware Detection will teach users how to develop intelligent Android malware detection mechanisms by using various graph and stochastic models. 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. 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. 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. All the malware detection mechanisms presented in the book are based on the authors' recent research. The experiments are conducted with the latest Android malware samples, and the malware samples are collected from public repositories. The source codes are also provided for easy implementation of the mechanisms. This book will be highly useful to Android malware researchers, developers, students and cyber security professionals to explore and build defense mechanisms against the ever-evolving Android malware. The popularity of Android mobile phones has attracted cybercriminals to create malware applications that carry out various malicious activities. This book will be highly useful for Android malware researchers, developers, students and cyber security professionals to explore and build defense mechanisms against Android malware. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780367638719

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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The popularity of Android mobile phones has caused more cybercriminalstocreate malware applications that carry out various malicious activities. The attacks, whichescalatedafter the COVID-19 pandemic, proved there is great importance in protecting Android mobile devices from malware attacks. Intelligent Mobile Malware Detection will teach users how to develop intelligent Android malware detection mechanisms by using various graph and stochastic models. 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. 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. 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. All the malware detection mechanisms presented in the book are based on the authors' recent research. The experiments are conducted with the latest Android malware samples, andthe malware samples are collected from public repositories. The source codes are also provided for easy implementation of the mechanisms. This book will be highly useful to Android malware researchers, developers, students and cyber security professionals to explore and build defense mechanisms against the ever-evolving Android malware. 174 pp. Englisch. Seller Inventory # 9780367638719

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