Intelligent Mobile Malware Detection
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Intelligent Mobile Malware Detection
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Author : Tony Thomas
language : en
Publisher: CRC Press
Release Date : 2022-12-30
Intelligent Mobile Malware Detection written by Tony Thomas and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-30 with Computers categories.
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.
Intelligent Mobile Malware Detection
DOWNLOAD
Author : Tony Thomas
language : en
Publisher: CRC Press
Release Date : 2022-12-30
Intelligent Mobile Malware Detection written by Tony Thomas and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-30 with Computers categories.
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.
Artificial Intelligence And Blockchain For Future Cybersecurity Applications
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Author : Yassine Maleh
language : en
Publisher: Springer Nature
Release Date : 2021-04-30
Artificial Intelligence And Blockchain For Future Cybersecurity Applications written by Yassine Maleh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-30 with Computers categories.
This book presents state-of-the-art research on artificial intelligence and blockchain for future cybersecurity applications. The accepted book chapters covered many themes, including artificial intelligence and blockchain challenges, models and applications, cyber threats and intrusions analysis and detection, and many other applications for smart cyber ecosystems. It aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this particular area or those interested in grasping its diverse facets and exploring the latest advances on artificial intelligence and blockchain for future cybersecurity applications.
Security Incidents Response Against Cyber Attacks
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Author : Akashdeep Bhardwaj
language : en
Publisher: Springer Nature
Release Date : 2021-07-07
Security Incidents Response Against Cyber Attacks written by Akashdeep Bhardwaj and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-07 with Technology & Engineering categories.
This book provides use case scenarios of machine learning, artificial intelligence, and real-time domains to supplement cyber security operations and proactively predict attacks and preempt cyber incidents. The authors discuss cybersecurity incident planning, starting from a draft response plan, to assigning responsibilities, to use of external experts, to equipping organization teams to address incidents, to preparing communication strategy and cyber insurance. They also discuss classifications and methods to detect cybersecurity incidents, how to organize the incident response team, how to conduct situational awareness, how to contain and eradicate incidents, and how to cleanup and recover. The book shares real-world experiences and knowledge from authors from academia and industry.
Smart Applications With Advanced Machine Learning And Human Centred Problem Design
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Author : D. Jude Hemanth
language : en
Publisher: Springer Nature
Release Date : 2023-01-01
Smart Applications With Advanced Machine Learning And Human Centred Problem Design written by D. Jude Hemanth and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-01 with Technology & Engineering categories.
This book brings together the most recent, quality research papers accepted and presented in the 3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2021) held in Antalya, Turkey between 1-3 October 2021. Objective of the content is to provide important and innovative research for developments-improvements within different engineering fields, which are highly interested in using artificial intelligence and applied mathematics. As a collection of the outputs from the ICAIAME 2021, the book is specifically considering research outcomes including advanced use of machine learning and careful problem designs on human-centred aspects. In this context, it aims to provide recent applications for real-world improvements making life easier and more sustainable for especially humans. The book targets the researchers, degree students, and practitioners from both academia and the industry.
Android Malware Detection Using Machine Learning
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Author : ElMouatez Billah Karbab
language : en
Publisher: Springer Nature
Release Date : 2021-07-10
Android Malware Detection Using Machine Learning written by ElMouatez Billah Karbab and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-10 with Computers categories.
The authors develop a malware fingerprinting framework to cover accurate android malware detection and family attribution in this book. The authors emphasize the following: (1) the scalability over a large malware corpus; (2) the resiliency to common obfuscation techniques; (3) the portability over different platforms and architectures. First, the authors propose an approximate fingerprinting technique for android packaging that captures the underlying static structure of the android applications in the context of bulk and offline detection at the app-market level. This book proposes a malware clustering framework to perform malware clustering by building and partitioning the similarity network of malicious applications on top of this fingerprinting technique. Second, the authors propose an approximate fingerprinting technique that leverages dynamic analysis and natural language processing techniques to generate Android malware behavior reports. Based on this fingerprinting technique, the authors propose a portable malware detection framework employing machine learning classification. Third, the authors design an automatic framework to produce intelligence about the underlying malicious cyber-infrastructures of Android malware. The authors then leverage graph analysis techniques to generate relevant intelligence to identify the threat effects of malicious Internet activity associated with android malware. The authors elaborate on an effective android malware detection system, in the online detection context at the mobile device level. It is suitable for deployment on mobile devices, using machine learning classification on method call sequences. Also, it is resilient to common code obfuscation techniques and adaptive to operating systems and malware change overtime, using natural language processing and deep learning techniques. Researchers working in mobile and network security, machine learning and pattern recognition will find this book useful as a reference. Advanced-level students studying computer science within these topic areas will purchase this book as well.
Cism Certified Information Security Manager All In One Exam Guide Second Edition
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Author : Peter H. Gregory
language : en
Publisher: McGraw Hill Professional
Release Date : 2022-10-14
Cism Certified Information Security Manager All In One Exam Guide Second Edition written by Peter H. Gregory and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-14 with Computers categories.
Provides 100% coverage of every objective on the 2022 CISM exam This integrated self-study guide enables you to take the 2022 version of the challenging CISM exam with complete confidence. Written by an expert in the field, the book offers exam-focused coverage of information security governance, information risk management, information security program development and management, and information security incident management. CISM Certified Information Security Manager All-in-One Exam Guide, Second Edition features learning objectives, exam tips, practice questions, and in-depth explanations. All questions closely match those on the live test in tone, format, and content. Special design elements throughout provide real-world insight and call out potentially harmful situations. Beyond fully preparing you for the exam, the book also serves as a valuable on-the-job reference. Features complete coverage of all 2022 CISM exam domains Online content includes 300 practice questions in the customizable TotalTesterTM exam engine Written by a cybersecurity expert, author, and lecturer
Risk Assessment And Management In Pervasive Computing
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Author : Varuna Godara
language : en
Publisher: IGI Global
Release Date : 2009-01-01
Risk Assessment And Management In Pervasive Computing written by Varuna Godara and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-01-01 with Business & Economics categories.
"This book provides extensive information about pervasive computing, its implications from operational, legal and ethical perspective so that current and future pervasive service providers can make responsible decisions about where, when and how to use this technology"--Provided by publisher.
Comptia Cysa Cybersecurity Analyst Certification All In One Exam Guide Cs0 001
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Author : Fernando Maymi
language : en
Publisher: McGraw Hill Professional
Release Date : 2017-09-01
Comptia Cysa Cybersecurity Analyst Certification All In One Exam Guide Cs0 001 written by Fernando Maymi and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-01 with Computers categories.
This comprehensive self-study guide offers complete coverage of the new CompTIA Cybersecurity Analyst+ certification exam Note: This guide has been updated to reflect CompTIA's exam acronym CySA+. This highly effective self-study system provides complete coverage of every objective for the challenging CompTIA CySA+ Cybersecurity Analyst exam. You'll find learning objectives at the beginning of each chapter, exam tips, in-depth explanations, and practice exam questions. All questions closely mirror those on the live test in content, format, and tone. Designed to help you pass exam CS0-001 with ease, this definitive guide also serves as an essential on-the-job reference. Covers every topic on the exam, including: •Threat and vulnerability management •Conducting and analyzing reconnaissance •Responding to network-based threats •Securing a cooperate network •Cyber incident response •Determining the impact of incidents •Preparing the incident response toolkit •Security architectures •Policies, procedures, and controls •Assuring identity and access management •Putting in compensating controls •Secure software development Electronic content includes: •200 practice questions •Secured book PDF
Cism Certified Information Security Manager All In One Exam Guide
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Author : Peter H. Gregory
language : en
Publisher: McGraw Hill Professional
Release Date : 2018-03-19
Cism Certified Information Security Manager All In One Exam Guide written by Peter H. Gregory and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-19 with Computers categories.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. This effective study guide provides 100% coverage of every topic on the latest version of the CISM exam Written by an information security executive consultant, experienced author, and university instructor, this highly effective integrated self-study system enables you to take the challenging CISM exam with complete confidence. CISM Certified Information Security Manager All-in-One Exam Guide covers all four exam domains developed by ISACA. You’ll find learning objectives at the beginning of each chapter, exam tips, practice questions, and in-depth explanations. All questions closely match those on the live test in tone, format, and content. “Note,” “Tip,” and “Caution” sections throughout provide real-world insight and call out potentially harmful situations. Beyond fully preparing you for the exam, the book also serves as a valuable on-the-job reference. Covers all exam domains, including: • Information security governance • Information risk management • Information security program development and management • Information security incident management Electronic content includes: • 400 practice exam questions • Test engine that provides full-length practice exams and customizable quizzes by exam topic • Secured book PDF