000			01831nam a22002537a 4500
005			20260721144247.0
008			260326b |||||||| |||| 00| 0 eng d
020			_a9780138268459
040			_cPK-LaUMT
082			_a005.824 _bSAN-B
100	1		_aSantos, Omar _910078
245	1	0	_aBeyond the algorithm : _bAI, security, privacy, and ethics / _cOmar Santos and Petar Radanliev
260			_aBoston : _bAddison-Wesley, _c2024
300			_axxiii, 312 p.
500			_aIndex present
520			_aThis book is a comprehensive, cutting-edge guide designed to educate readers on the essentials of artificial intelligence (AI) and machine learning (ML), while emphasizing the crucial aspects of security, ethics, and privacy. The book aims to equip AI practitioners, IT professionals, data scientists, security experts, policy-makers, and students with the knowledge and tools needed to develop, deploy, and manage AI and ML systems securely and responsibly. The book is divided into several sections, each focusing on a specific aspect of AI. It begins by introducing the fundamentals of AI technolgies, providing an overview of their history, development, and various types. This is followed by a deep dive into popular AI algorithms and large language models (LLMs), including GPT-4, that are at the forefront of AI innovation. Next, the book explores the critical security aspects of AI systems, examining the importance of security and the key challenges faced in this domain. It also delves into the common threats, vulnerabilities, and attack vectors, as well as risk assessment and management strategies.
546			_aEng
650			_aArtificial intelligence
650			_aComputer security
650			_aComputer crimes
650			_aMechine learning _92481
700	1		_aRadanliev, Petar _910079
942			_cBK
999			_c140214 _d140214