
Автор: Alexander Kott
Издательство: Springer
Серия: Advances in Information Security
Год: 2023
Страниц: 468
Язык: английский
Формат: pdf (true), epub
Размер: 37.1 MB
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 in a way that is accessible to non-specialists, with tutorial information provided in the initial chapters and as needed throughout the book. The reader is provided with clear and comprehensive background and reference material for each aspect of AICA. This book is based on the premise that the future of cyber-defense and cyber resilience will depend largely on autonomous, Artificially Intelligent (AI) agents. Such an agent will reside on a system that includes one or more computing devices and be responsible for defending the system from cyber compromises. If a compromise occurs, the agent will then be responsible for response and recovery of the system, usually autonomously. To refer to such a class of agents, we use the term Autonomous Intelligent Cyber-defense Agent (AICA). In this book, we explore how AICA will be designed and how it will operate.