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Brij B Gupta - Advances in Malware and Data-Driven Network Security

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Brij B Gupta Advances in Malware and Data-Driven Network Security
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Every day approximately three-hundred thousand to four-hundred thousand new malware are registered, many of them being adware and variants of previously known malware. Anti-virus companies and researchers cannot deal with such a deluge of malware - to analyze and build patches. The only way to scale the efforts is to build algorithms to enable machines to analyze malware and classify and cluster them to such a level of granularity that it will enable humans (or machines) to gain critical insights about them and build solutions that are specific enough to detect and thwart existing malware and generic-enough to thwart future variants. Advances in Malware and Data-Driven Network Security comprehensively covers data-driven malware security with an emphasis on using statistical, machine learning, and AI as well as the current trends in ML/statistical approaches to detecting, clustering, and classification of cyber-threats. Providing information on advances in malware and data-driven network security as well as future research directions, it is ideal for graduate students, academicians, faculty members, scientists, software developers, security analysts, computer engineers, programmers, IT specialists, and researchers who are seeking to learn and carry out research in the area of malware and data-driven network security.

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Advances in Malware and Data-Driven Network Security Brij B Gupta National - photo 1
Advances in Malware and Data-Driven Network Security
  • Brij B. Gupta
    National Institute of Technology, Kurukshetra, India

A volume in the Advances in Information Security, Privacy, and Ethics (AISPE) Book Series Book Series

Published in the United States of America by IGI Global an imprint of IGI - photo 2Published in the United States of America by IGI Global an imprint of IGI - photo 3

Published in the United States of America by IGI Global (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA 17033 Tel: 717-533-8845 Fax: 717-533-8661 E-mail: cust@igi-global.com Web site: http://www.igi-global.com/reference

Copyright 2022 by IGI Global. All rights reserved. No part of this publication may be reproduced, stored or distributed in any form or by any means, electronic or mechanical, including photocopying, without written permission from the publisher.

Product or company names used in this set are for identification purposes only. Inclusion of the names of the products or companies does not indicate a claim of ownership by IGI Global of the trademark or registered trademark.

Library of Congress Cataloging-in-Publication Data


Names: Gupta, Brij, 1982- editor.
Title: Advances in malware and data-driven network security / Brij B.
Gupta, editor.
Description: Hershey, PA : Information Science Reference, [2021] | Includes
bibliographical references and index. | Summary: "This book describes
some of the recent notable advances in threat-detection using
machine-learning and artificial-intelligence with a focus on malwares,
covering the current trends in ML/statistical approaches to detecting,
clustering or classification of cyber-threats extensively"-- Provided by
publisher.
Identifiers: LCCN 2021010790 (print) | LCCN 2021010791 (ebook) | ISBN
9781799877899 (h/c) | ISBN 9781799877905 (s/c) | ISBN 9781799877912
(ebook)
Subjects: LCSH: Computer networks--Security measures. | Malware (Computer
software) | Machine learning. | Digital forensic science.
Classification: LCC TK5105.59 .A3828 2021 (print) | LCC TK5105.59 (ebook)
| DDC 005.8--dc23
LC record available at https://lccn.loc.gov/2021010790
LC ebook record available at https://lccn.loc.gov/2021010791

This book is published under the IGI Global book series Advances in Information Security, Privacy, and Ethics (AISPE) (ISSN: 1948-9730 eISSN: 1948-9749)

British Cataloguing in Publication Data

A Cataloguing in Publication record for this book is available from the British Library.

All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the authors, but not necessarily of the publisher.

Advances in Information Security Privacy and Ethics AISPE Book Series - photo 4
Advances in Information Security, Privacy, and Ethics (AISPE) Book Series

Manish Gupta (State University of New York, USA)

ISSN: 1948-9730

Mission

As digital technologies become more pervasive in everyday life and the Internet is utilized in ever increasing ways by both private and public entities, concern over digital threats becomes more prevalent.

The Advances in Information Security, Privacy, & Ethics (AISPE) Book Series provides cutting-edge research on the protection and misuse of information and technology across various industries and settings. Comprised of scholarly research on topics such as identity management, cryptography, system security, authentication, and data protection, this book series is ideal for reference by IT professionals, academicians, and upper-level students.

Coverage
  • Risk Management
  • Technoethics
  • Data Storage of Minors
  • Information Security Standards
  • Global Privacy Concerns
  • CIA Triad of Information Security
  • Security Information Management
  • Telecommunications Regulations
  • Privacy-Enhancing Technologies
  • Cookies

IGI Global is currently accepting manuscripts for publications within this series. To submit a proposal for a volume in this series please contact our Acquisition Editors at .

The Advances in Information Security, Privacy, and Ethics (AISPE) Book Series(ISSN 1948-9730) is published by IGI Global, 701 E. Chocolate Avenue, Hershey, PA 17033-1240, USA, www.igi-global.com. This series is composed of titlesavailable for purchase individually; each title is edited to be contextually exclusive from any other title within the series. For pricing and ordering information please visit http://www.igi-global.com/book-series/advances-information-security-privacy-ethics/37157. Postmaster: send all address changes to above address. Copyright 2022 IGI Global. All rights, including translation in other languages reserved by the pulisher. No part of this series may be reproduced or used in any form or by any means - graphics, electronic, or mechanical, including photocopying, recoreding, taping, or information and retrieval systems - without written permission from the publisher, except for non commercial, educational use, including classroom teaching purposes. The views expressed in this series are those of the authors, but not necessarily of IGI Global

Titles in this Series

Modern Day Surveillance Ecosystem and Impacts on Privacy
Ananda Mitra (Wake Forest University, USA)
Information Science Reference copyright 2022 242pp H/C (ISBN: 9781799838470) US $195.00 (our price)

Ethical Hacking Techniques and Countermeasures for Cybercrime Prevention
Nabie Y. Conteh (Southern University at New Orleans, USA)
Information Science Reference copyright 2021 168pp H/C (ISBN: 9781799865049) US $225.00 (our price)

NATO and the Future of European and Asian Security
Carsten Sander Christensen (Billund Municipaly's Museums, Denmark) and Vakhtang Maisaia (Caucasus International University, Georgia)
Information Science Reference copyright 2021 331pp H/C (ISBN: 9781799871187) US $195.00 (our price)

Handbook of Research on Advancing Cybersecurity for Digital Transformation
Kamaljeet Sandhu (University of New England, Australia)
Information Science Reference copyright 2021 460pp H/C (ISBN: 9781799869757) US $275.00 (our price)

Enabling Blockchain Technology for Secure Networking and Communications
Adel Ben Mnaouer (Canadian University Dubai, UAE) and Lamia Chaari Fourati (University of Sfax, Tunisia)
Information Science Reference copyright 2021 339pp H/C (ISBN: 9781799858393) US $215.00 (our price)

Multidisciplinary Approach to Modern Digital Steganography
Sabyasachi Pramanik (Haldia Institute of Technology, India) Mangesh Manikrao Ghonge (Sandip Foundations Institute of Technology and Research Centre, India) Renjith V. Ravi (MEA Engineering College, India) and Korhan Cengiz (Trakya University, Turkey)
Information Science Reference copyright 2021 380pp H/C (ISBN: 9781799871606) US $195.00 (our price)

Strategic Approaches to Digital Platform Security Assurance
Yuri Bobbert (ON2IT BV, The Netherlands & Antwerp Management School, University of Antwerp, Belgium) Maria Chtepen (BNP Paribas Group, Belgium) Tapan Kumar (Cognizant, The Netherlands) Yves Vanderbeken (DXC, Belgium) and Dennis Verslegers (Orange Cyberdefense, Belgium)

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