Autonomous Cyber Deception: Reasoning, Adaptive Planning, and Evaluation of HoneyThings

✍ Scribed by Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang

Publisher: Springer
Year: 2019
Tongue: English
Leaves: 239
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This textbook surveys the knowledge base in automated and resilient cyber deception. It features four major parts: cyber deception reasoning frameworks, dynamic decision-making for cyber deception, network-based deception, and malware deception.
An important distinguishing characteristic of this book is its inclusion of student exercises at the end of each chapter. Exercises include technical problems, short-answer discussion questions, or hands-on lab exercises, organized at a range of difficulties from easy to advanced.
This is a useful textbook for a wide range of classes and degree levels within the security arena and other related topics. It’s also suitable for researchers and practitioners with a variety of cyber security backgrounds from novice to experienced.

✦ Table of Contents

Front Matter ....Pages i-xvi
Front Matter ....Pages 1-1
Using Deep Learning to Generate Relational HoneyData (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 3-19
Towards Intelligent Cyber Deception Systems (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 21-33
Honeypot Deception Tactics (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 35-45
Front Matter ....Pages 47-47
Modeling and Analysis of Deception Games Based on Hypergame Theory (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 49-74
Dynamic Bayesian Games for Adversarial and Defensive Cyber Deception (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 75-97
Front Matter ....Pages 99-99
CONCEAL: A Strategy Composition for Resilient Cyber Deception: Framework, Metrics, and Deployment (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 101-124
NetShifter: A Comprehensive Multi-Dimensional Network Obfuscation and Deception Solution (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 125-146
Deception-Enhanced Threat Sensing for Resilient Intrusion Detection (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 147-165
HONEYSCOPE: IoT Device Protection with Deceptive Network Views (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 167-181
Front Matter ....Pages 183-183
gExtractor: Automated Extraction of Malware Deception Parameters for Autonomous Cyber Deception (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 185-207
Malware Deception with Automatic Analysis and Generation of HoneyResource (Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang)....Pages 209-235

✦ Subjects

Deep Learning; Security; Cybersecurity; Decision Making; Network Security; Honeypot; Malware Analysis; Obfuscation; Strategy

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