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

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, it 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.

Thomas, Tony.

Alazab, Mamoun

Surendran, Roopak

John, Teenu

Reference

CRC-Press

Description: Romanticism Of Stars Fondly Remembered

Cads and cavaliers;: The gentlemen adventurers of the movies

A.S. Barnes

The Hollywood Professionals

Denton, Clive

Canham, Kingsley

Tantivy Press

266 pages. Hardcover with dust jacket. A. S. Barnes (ISBN 0498023583). Edition unknown; published in 1976.

FILM SCORE. THE VIEW FROM THE PODIUM.

Arts & Photography

Music

South Brunswick: A. S. Barnes, 1979

An illustrated book about the life and times of actor, Gregory Peck.

Gregory Peck (A Pyramid illustrated history of the movies)

Pyramid

The Films of Kirk Douglas

The films of Kirk Douglas

Humor & Entertainment

Vincente Minnelli (intro.)

Movies

Citadel Press

Large format hardcover covering "The Films of Marlon Brando" from Cadillac's Film Series

The Films of Marlon Brando

Biographies & Memoirs

Arts & Literature

The Citadel Press

The films of Gene Kelly, song and dance man

Looks at the life, career, and times of the prolific, Academy Award-winning Hollywood songwriter, documenting and illustrating the films on which he worked, from 1933's 42nd Street to 1961's Ladies' Man

Harry Warren and the Hollywood Musical

LYLE STUART +

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Books by Thomas, Tony.