Artificial Intelligence Data and Model Security

Name: Artificial Intelligence Data and Model Security
Brand: Elsevier Science
SKU: 9780443248405
Price: 1050.26 PLN
Availability: InStock

Risks, Attacks and Defenses

Autor: Yu-Gang Jiang, Xingjun Ma, Zuxuan Wu

Język:

Oprawa: Miękka

Wydawca: Elsevier Science

Dostępność: Dostępna u dostawcy

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Artificial Intelligence Data and Model Security: Risks, Attacks and Defenses begins with a brief rev...

Informacje o książce

Autor

Yu-Gang Jiang, Xingjun Ma, Zuxuan Wu

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2025

strony

300

EAN

9780443248405

ISBN

0443248400

Enbook ID

46434835

Wydawca

Elsevier Science

Waga

450

Wymiary

152 x 229

Pełny opis

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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Artificial Intelligence Data and Model Security

Risks, Attacks and Defenses

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