Handbook of Big Data and IoT Security

✍ Scribed by Ali Dehghantanha, Kim-Kwang Raymond Choo

• Publisher: Springer International Publishing
• Year: 2019
• Tongue: English
• Leaves: 382
• Edition: 1st ed.
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-ix
Big Data and Internet of Things Security and Forensics: Challenges and Opportunities (Amin Azmoodeh, Ali Dehghantanha, Kim-Kwang Raymond Choo)....Pages 1-4
Privacy of Big Data: A Review (S. Sangeetha, G. Sudha Sadasivam)....Pages 5-23
A Bibliometric Analysis of Authentication and Access Control in IoT Devices (Samuel Grooby, Tooska Dargahi, Ali Dehghantanha)....Pages 25-51
Towards Indeterminacy-Tolerant Access Control in IoT (Mohammad Heydari, Alexios Mylonas, Vasileios Katos, Dimitris Gritzalis)....Pages 53-71
Private Cloud Storage Forensics: Seafile as a Case Study (Yee-Yang Teing, Sajad Homayoun, Ali Dehghantanha, Kim-Kwang Raymond Choo, Reza M. Parizi, Mohammad Hammoudeh et al.)....Pages 73-127
Distributed Filesystem Forensics: Ceph as a Case Study (Krzysztof Nagrabski, Michael Hopkins, Milda Petraityte, Ali Dehghantanha, Reza M. Parizi, Gregory Epiphaniou et al.)....Pages 129-151
Forensic Investigation of Cross Platform Massively Multiplayer Online Games: Minecraft as a Case Study (Paul J. Taylor, Henry Mwiki, Ali Dehghantanha, Alex Akinbi, Kim-Kwang Raymond Choo, Mohammad Hammoudeh et al.)....Pages 153-177
Big Data Forensics: Hadoop Distributed File Systems as a Case Study (Mohammed Asim, Dean Richard McKinnel, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Gregory Epiphaniou)....Pages 179-210
Internet of Things Camera Identification Algorithm Based on Sensor Pattern Noise Using Color Filter Array and Wavelet Transform (Kimia Bolouri, Amin Azmoodeh, Ali Dehghantanha, Mohammad Firouzmand)....Pages 211-223
Protecting IoT and ICS Platforms Against Advanced Persistent Threat Actors: Analysis of APT1, Silent Chollima and Molerats (Samuel Grooby, Tooska Dargahi, Ali Dehghantanha)....Pages 225-255
Analysis of APT Actors Targeting IoT and Big Data Systems: Shell_Crew, NetTraveler, ProjectSauron, CopyKittens, Volatile Cedar and Transparent Tribe as a Case Study (Paul J. Taylor, Tooska Dargahi, Ali Dehghantanha)....Pages 257-272
A Cyber Kill Chain Based Analysis of Remote Access Trojans (Reyhaneh HosseiniNejad, Hamed HaddadPajouh, Ali Dehghantanha, Reza M. Parizi)....Pages 273-299
Evaluation and Application of Two Fuzzing Approaches for Security Testing of IoT Applications (Omar M. K. Alhawi, Alex Akinbi, Ali Dehghantanha)....Pages 301-327
Bibliometric Analysis on the Rise of Cloud Security (Lim Sze Thiam, Tooska Dargahi, Ali Dehghantanha)....Pages 329-344
A Bibliometric Analysis of Botnet Detection Techniques (Shehu Amina, Raul Vera, Tooska Dargahi, Ali Dehghantanha)....Pages 345-365
Security in Online Games: Current Implementations and Challenges (Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Mohammad Hammoudeh, Gregory Epiphaniou)....Pages 367-384

✦ Subjects

Computer Science; Security; Information Systems and Communication Service