단행본 상세

서지주요정보
Machine Learning Safety
서명 / 저자 Machine Learning Safety [electronic resource] / by Xiaowei Huang, Gaojie Jin, Wenjie Ruan.
저자명 Huang, Xiaowei. author. aut http://id.loc.gov/vocabulary/relators/aut
Jin, Gaojie. author. aut http://id.loc.gov/vocabulary/relators/aut ; Ruan, Wenjie. author. aut http://id.loc.gov/vocabulary/relators/aut
단체명 SpringerLink (Online service)
판사항 1st ed. 2023.
발행사항 Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
총서명 Artificial Intelligence: Foundations, Theory, and Algorithms, 2365-306X
Online Access https://doi.org/10.1007/978-98... URL

서지기타정보

서지기타정보
ISBN 9789811968143
기타 표준번호 10.1007/978-981-19-6814-3
청구기호 Q325.5-.7
형태사항 XVII, 321 p. 1 illus. online resource.
언어 English
내용 1. Introduction -- 2. Safety of Simple Machine Learning Models -- 3. Safety of Deep Learning -- 4. Robustness Verification of Deep Learning -- 5. Enhancement to Robustness and Generalization -- 6. Probabilistic Graph Model -- A. Mathematical Foundations -- B. Competitions.
주제 Machine learning.
Data protection.
Artificial intelligence.
Machine Learning.
Data and Information Security.
Artificial Intelligence.
보유판 및 특별호 저록 Springer Nature eBook
Printed edition: 9789811968136 Printed edition: 9789811968150 Printed edition: 9789811968167
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