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Handbook of Big Data and IoT Security

Editors: Dehghantanha, Ali, Choo, Kim-Kwang Raymond (Eds.)

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  • Provides a unique and interdisciplinary view to security challenge in both IoT and Big Data platforms
  • Covers all aspects of system defense from attack detection to prevention and analysis
  • Offers forensics examination of some rarely investigated platforms including massive multiplayer online games
  • Provides bibliometric analysis of growing fields in IoT and Big Data cyber security
  • Covers security analysis of big data platforms including Hadoop and Ceph
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eBook $139.00
price for Mexico (gross)
  • ISBN 978-3-030-10543-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for Mexico
  • ISBN 978-3-030-10542-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This handbook provides an overarching view of cyber security and digital forensic challenges related to big data and IoT environment, prior to reviewing existing data mining solutions and their potential application in big data context, and existing authentication and access control for IoT devices. An IoT access control scheme and an IoT forensic framework is also presented in this book, and it  explains how the IoT forensic framework can be used to guide investigation of a popular cloud storage service.

 A distributed file system forensic approach is also presented, which is used to guide the investigation of Ceph. Minecraft, a Massively Multiplayer Online Game, and the Hadoop distributed file system environment are also forensically studied and their findings reported in this book. A forensic IoT source camera identification algorithm is introduced, which uses the camera's sensor pattern noise from the captured image.

 In addition to the IoT access control and forensic frameworks, this handbook covers a cyber defense triage process for nine advanced persistent threat (APT) groups targeting IoT infrastructure, namely: APT1, Molerats, Silent Chollima, Shell Crew, NetTraveler, ProjectSauron, CopyKittens, Volatile Cedar and Transparent Tribe.

 The characteristics of remote-controlled real-world Trojans using the Cyber Kill Chain are also examined.  It introduces a method to leverage different crashes discovered from two fuzzing approaches, which can be used to enhance the effectiveness of fuzzers. Cloud computing is also often associated with IoT and big data (e.g., cloud-enabled IoT systems), and hence a survey of the cloud security literature and a survey of botnet detection approaches are presented in the book. Finally, game security solutions are studied and explained how one may circumvent such solutions.

 This handbook targets the security, privacy and forensics research community, and big data research community, including policy makers and government agencies, public and private organizations policy makers. Undergraduate and postgraduate students enrolled in cyber security and forensic programs will also find this handbook useful as a reference.


About the authors

Dr. Ali Dehghantanha is the Director of Cyber Science Lab in the School of Computer Science, University of Guelph (UofG), Ontario, Canada. He has served for more than a decade in a variety of industrial and academic positions with leading players in Cyber Security and Artificial Intelligence. Prior to joining UofG, he was a Senior Lecturer at the University of Sheffield, UK and an EU Marie-Curie International Incoming Fellow at the University of Salford, UK. He has a PhD in Security in Computing and a number of professional certifications including CISSP and CISM. His main research interests are malware analysis and digital forensics, IoT security and application of AI in the Cyber Security.

Kim-Kwang Raymond Choo received the Ph.D. in Information Security in 2006 from Queensland University of Technology, Australia. He currently holds the Cloud Technology Endowed Professorship at The University of Texas at San Antonio (UTSA). In 2016, he was named the Cybersecurity Educator of the Year - APAC (Cybersecurity Excellence Awards are produced in cooperation with the Information Security Community on LinkedIn), and in 2015 he and his team won the Digital Forensics Research Challenge organized by Germany's University of Erlangen-Nuremberg. He is the recipient of the 2018 UTSA College of Business Col. Jean Piccione and Lt. Col. Philip Piccione Endowed Research Award for Tenured Faculty, IEEE TrustCom 2018 Best Paper Award, ESORICS 2015 Best Research Paper Award, 2014 Highly Commended Award by the Australia New Zealand Policing Advisory Agency, Fulbright Scholarship in 2009, 2008 Australia Day Achievement Medallion, and British Computer Society's Wilkes Award in 2008. He is also a Fellow of the Australian Computer Society, an IEEE Senior Member, and the Co-Chair of IEEE Multimedia Communications Technical Committee (MMTC)’s Digital Rights Management for Multimedia Interest Group. 

Table of contents (16 chapters)

Table of contents (16 chapters)

Buy this book

eBook $139.00
price for Mexico (gross)
  • ISBN 978-3-030-10543-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for Mexico
  • ISBN 978-3-030-10542-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Handbook of Big Data and IoT Security
Editors
  • Ali Dehghantanha
  • Kim-Kwang Raymond Choo
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-10543-3
DOI
10.1007/978-3-030-10543-3
Hardcover ISBN
978-3-030-10542-6
Edition Number
1
Number of Pages
IX, 384
Number of Illustrations
35 b/w illustrations, 129 illustrations in colour
Topics