000 02494nam a22002777a 4500
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020 _a9783031542510
082 _a006.3
_bHUA
245 _aGenerative AI security:
_btheories and practices
260 _bSpringer
_aSwitzerland
_c2024
300 _axxxv, 338 p.
365 _aEURO
_b99.99
520 _aThis book explores the revolutionary intersection of Generative AI (GenAI) and cybersecurity. It presents a comprehensive guide that intertwines theories and practices, aiming to equip cybersecurity professionals, CISOs, AI researchers, developers, architects and college students with an understanding of GenAI’s profound impacts on cybersecurity. The scope of the book ranges from the foundations of GenAI, including underlying principles, advanced architectures, and cutting-edge research, to specific aspects of GenAI security such as data security, model security, application-level security, and the emerging fields of LLMOps and DevSecOps. It explores AI regulations around the globe, ethical considerations, the threat landscape, and privacy preservation. Further, it assesses the transformative potential of GenAI in reshaping the cybersecurity landscape, the ethical implications of using advanced models, and the innovative strategies required to secure GenAI applications. Lastly, the book presents an in-depth analysis of the security challenges and potential solutions specific to GenAI, and a forward-looking view of how it can redefine cybersecurity practices. By addressing these topics, it provides answers to questions on how to secure GenAI applications, as well as vital support with understanding and navigating the complex and ever-evolving regulatory environments, and how to build a resilient GenAI security program. The book offers actionable insights and hands-on resources for anyone engaged in the rapidly evolving world of GenAI and cybersecurity. (https://link.springer.com/book/10.1007/978-3-031-54252-7)
650 _aModel security
_919937
650 _aData security
_915191
650 _aChatGPT
_917469
650 _aArtificial intelligence--Ethical and moral aspects
_919938
700 _aHuang, Ken [Editor]
_919939
700 _aWang, Yang [Editor]
_919940
700 _aGoertzel, Ben [Editor]
_919941
700 _aLi, Yale [Editor]
_919942
700 _aWright, Sean [Editor]
_919943
700 _aPonnapalli, Jyoti [Editor]
_919944
942 _cBK
_2ddc
999 _c8233
_d8233