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

Description

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. 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