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

Springer International Publishing AG

Explore the cutting-edge field of Autonomous Intelligent Cyber Defense Agents (AICA) with this comprehensive guide. This book offers a structured overview of current technical issues and practical design approaches in autonomous cyber defense, making complex topics accessible to both specialists and non-specialists. Learn how AICA can move beyond passive monitoring to actively plan and execute responses and recovery activities, enhancing cyber resilience. Discover key topics including functional requirements, alternative architectures, threat perception, planning, execution, survival strategies, and human operator control. Ideal for researchers, advanced students, and professionals in cyber defense, this book provides a roadmap for future R&D and practical product development. This comprehensive guide delves into the practical design and implementation of Autonomous Intelligent Cyber Defense Agents (AICA), a critical evolution in cybersecurity. It addresses the limitations of current reactive defense systems by outlining a vision for proactive, autonomous agents that can manage cyber threats and ensure system resilience. Key areas covered include: * Functional requirements and architectural designs for AICA. * Mechanisms for threat perception, situational understanding, and response planning. * Strategies for AICA survival and autonomous execution. * Human-AI interaction, control, and deployment. * Testing, risk assessment, and policy considerations for AICA. * A roadmap for future research and development. This book is an essential resource for anyone involved in the advancement of cyber defense and resilience.