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Author Han, Qian (Research scientist), author.

Title The Android malware handbook : manual analysis and ML-based detection / Qian Han, Sai Deep Tetali, Salvador Mandujano, Sebastian Porst, V.S. Subrahmanian, Yanhai Xiong. [O'Reilly electronic resource]

Publication Info. San Francisco : No Starch Press, [2024]
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Description 1 online resource
Note Includes index.
Contents The basics of Android security -- Android malware in the wild -- Static analysis -- Dynamic analysis -- Machine learning fundamentals -- Machine learning features -- Rooting malware -- Spyware -- Banking trojans -- Ransomware -- SMS fraud -- The future of Android malware.
Summary "Explores the history of Android attacks and covers static and dynamic approaches to analyzing real malware specimens, machine-learning techniques to detect malicious apps, and how to identify banking trojans, ransomware, and SMS fraud"-- Provided by publisher.
Subject Android (Electronic resource)
Malware (Computer software)
Operating systems (Computers) -- Security measures.
Mobile computing -- Security measures.
Machine learning.
Logiciels malveillants.
Systèmes d'exploitation (Ordinateurs) -- Sécurité -- Mesures.
Informatique mobile -- Sécurité -- Mesures.
Apprentissage automatique.
Added Author Tetali, Sai Deep, author.
Mandujano, Salvador, author.
Porst, Sebastian, author.
Subrahmanian, V. S., author.
Xiong, Yanhai, author.
Other Form: Print version: Han, Qian Android malware handbook San Francisco : No Starch Press, [2024] 9781718503304 (DLC) 2023024979
ISBN 1718503318
9781718503311 (electronic bk.)
(paperback)
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