OPAC

検索結果一覧に戻る

Autonomous Intelligent Cyber Defense Agent (AICA) : A Comprehensive Guide / edited by Alexander Kott
(Advances in Information Security. ISSN:25122193 ; 87)

データ種別	電子ブック
版	1st ed. 2023.
出版者	(Cham : Springer International Publishing : Imprint: Springer)
出版年	2023
大きさ	XXIX, 445 p. 117 illus., 48 illus. in color : online resource
著者標目	Kott, Alexander editor SpringerLink (Online service)

所蔵情報を非表示

URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0002712	Computer Scinece R0 2005-6,2022-3				9783031292699

書誌詳細を非表示

一般注記	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 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. Today’s cyber defense tools are mostly watchers. They are not active doers. They do little to plan and execute responses to attacks, and they don’t plan and execute recovery activities. Response and recovery – core elements of cyber resilience – are left to human cyber analysts, incident responders and system administrators. This is about to change. The authors advocate this vision, provide detailed guide to how such a vision can be realized in practice, and its current state of the art. This book also covers key topics relevant to the field, including functional requirements and alternative architectures of AICA, how it perceives and understands threats and the overall situation, how it plans and executes response and recovery, how it survives threats, and how human operators deploy and control AICA. Additionally, this book covers issues of testing, risk, and policy pertinent to AICA, and provides a roadmap towards future R&D in this field. This book targets researchers and advanced students in the field of cyber defense and resilience. Professionals working in this field as well as developers of practical products for cyber autonomy will also want to purchase this book HTTP:URL=https://doi.org/10.1007/978-3-031-29269-9
件　名	LCSH:Artificial intelligence LCSH:Computer networks -- Security measures 全ての件名で検索 LCSH:Data protection -- Law and legislation 全ての件名で検索 FREE:Artificial Intelligence FREE:Mobile and Network Security FREE:Privacy
分　類	LCC:Q334-342 LCC:TA347.A78 DC23:006.3
書誌ID	EB00002100
ISBN	9783031292699