Autonomous Intelligent Cyber Defense Agent (AICA) A Comprehensive Guide /

This book offers a structured overview and a comprehensive guide to the emerging field of Autonomous Intelligent Cyber Defense Agents (AICA). The book discusses the current technical issues in autonomous cyber defense and offers information on practical design approaches. The material is presented i...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Awdur Corfforaethol: SpringerLink (Online service)
Awduron Eraill: Kott, Alexander (Golygydd)
Fformat: Electronig eLyfr
Iaith:Saesneg
Cyhoeddwyd: Cham : Springer International Publishing : Imprint: Springer, 2023.
Rhifyn:1st ed. 2023.
Cyfres:Advances in Information Security, 87
Pynciau:
Mynediad Ar-lein:https://doi.org/10.1007/978-3-031-29269-9
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
Tabl Cynhwysion:
  • 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.