Dr. Alexander Kott serves as the Chief Scientist of the U.S. Combat Capabilities Development Command Army Research Laboratory. In this role he provides leadership in development of ARL technical strategy, maintaining technical quality of ARL research, and representing ARL to the external technical community. Dr. Kott is also the Army Senior Research Scientist (ST) for Cyber Resilience, in which capacity he formulates the vision of future technologies critical to the Army cyber resilience, and advocates and shapes plans and programs leading to such technologies.   Prior to becoming the Chief Scientist of ARL, Dr. Kott was the Chief of the Network Science Division at ARL, leading a division focused on innovative basic and applied research, threat analysis, technology transition and security operations in computer, communications, information, and social networks; formulating and executing a broad range of internal and extramural research programs. Earlier, Dr. Kott served as a Program Manager at Defense Advanced Research Projects Agency (DARPA), where he was responsible for management of multiple, large-scale R&D projects. Kott¿s earlier positions included Director of Research and Development at Carnegie Group, Pittsburgh, PA. There, his work focused on novel information technology approaches, such as Artificial Intelligence, to complex problems in engineering design, and planning and control in manufacturing, telecommunications and aviation industries. Dr. Kott earned his PhD in Mechanical Engineering from the University of Pittsburgh, Pittsburgh, PA, in 1989, where he researched AI approaches to invention of complex systems. He received the Secretary of Defense Exceptional Public Service Award, in October 2008. He published over 100 technical papers and served as the co-author and editor of twelve books.

Chapter. 1. Autonomous Intelligent Cyber-defense Agent: Introduction and Overview

Chapter. 2. Alternative Architectural Approaches

Chapter. 3. Perception of Environment

Chapter. 4. Perception of Cyber Threats

Chapter. 5. Situational Understanding and Diagnostics

Chapter. 6. Learning about the Adversary

Chapter. 7. Response Planning

Chapter. 8. Recovery Planning

Chapter. 9. Strategic Cyber Camouflage

Chapter. 10. Adaptivity & Antifragility

Chapter. 11. Negotiation and Collaboration

Chapter. 12. Human Interactions

Chapter. 13. Testing and Measurements

Chapter. 14. Deployment and Operation

Chapter. 15. Command in AICA-intensive Operations

Chapter. 16. Risk Management

Chapter. 17. Policy Issues

Chapter. 18. Development Challenges

Chapter. 19. Case Study A: A Prototype Autonomous Intelligent Cyber-defense Agent

Chapter. 20. Case Study B: AI Agents for Tactical Edge

Chapter. 21. Case Study C: the Sentinel Agents