Kniha Artificial Intelligence Data and Model  Security Yu-Gang Jiang

Artificial Intelligence Data and Model Security

Risks, Attacks and Defenses

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Elsevier Science
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
237.79
Artificial Intelligence Data and Model Security: Risks, Attacks and Defenses begins with a brief rev...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2025
Stránok
300
EAN
9780443248405
ISBN
0443248400
Enbook ID
46434835
Vydavateľ
Hmotnosť
450
Rozmery
152 x 229

Kompletný popis

Artificial Intelligence Data and Model Security: Risks, Attacks and Defenses begins with a brief review of the history of AI and AI security and then introduces the fundamental aspects of machine learning and AI security. Two key aspects are covered: data security and modelling. It provides detailed explanations of a wide range of attacks and defense algorithms related to data security, as well as adversarial attack/defense, backdoor attack/defense, and extraction attack/defense algorithms related to model security. By providing a systematic, comprehensive, and in-depth introduction to the topic, this book help readers understand the advanced attack and defense techniques in the field of AI security.

  • Systematic: comprehensively introduces AI security, covering both attack and defense technologies
  • In-depth: covers a broad range of attack and defense strategies from the perspectives of adversarial learning and robust optimization, providing detailed explanations and insights
  • Includes the latest research developments and state-of-the-art techniques in the field of AI security

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