Adversarial and Uncertain Reasoning for Adaptive Cyber Defense Control- and Game-Theoretic Approaches to Cyber Security /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Jajodia, Sushil (Editor, http://id.loc.gov/vocabulary/relators/edt), Cybenko, George (Editor, http://id.loc.gov/vocabulary/relators/edt), Liu, Peng (Editor, http://id.loc.gov/vocabulary/relators/edt), Wang, Cliff (Editor, http://id.loc.gov/vocabulary/relators/edt), Wellman, Michael (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Security and Cryptology ; 11830
• Subjects: Computer crimes.; Computer organization.; Computers.; Mathematical statistics.; Computer Crime.; Computer Systems Organization and Communication Networks.; Computing Milieux.; Information Systems and Communication Service.; Probability and Statistics in Computer Science.

Today's cyber defenses are largely static allowing adversaries to pre-plan their attacks. In response to this situation, researchers have started to investigate various methods that make networked information systems less homogeneous and less predictable by engineering systems that have homogen...

Table of Contents:

• Overview of Control and Game Theory in Adaptive Cyber-Defenses
• Control Theoretic Approaches to Cyber-Security
• Game-Theoretic Approaches to Cyber-Security: Issues and Challenges and Results
• Reinforcement Learning for Adaptive Cyber Defense against Zero-day Attacks
• Moving Target Defense Quantification
• Empirical Game-Theoretic Methods for Adaptive Cyber-Defense
• MTD Techniques for Memory Protection against Zero-Day Attacks
• Adaptive Cyber Defenses for Botnet Detection and Mitigation
• Optimizing Alert Data Management Processes at a Cyber Security Operations Center
• Online and Scalable Adaptive Cyber Defense.