Autonomous Intelligent Cyber Defense Agent (AICA)

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.

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.