Machine Learning Algorithms: Adversarial Robustness in Signal Processing - Softcover

Li, Fuwei; Lai, Lifeng; Cui, Shuguang

 
9783031163760: Machine Learning Algorithms: Adversarial Robustness in Signal Processing

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Synopsis

Chapter. 1. Introduction

Chapter. 2. Optimal Feature Manipulation Attacks Against Linear Regression
Chapter. 3. On the Adversarial Robustness of LASSO Based Feature Selection
Chapter. 4. On the Adversarial Robustness of Subspace Learning
Chapter. 5. Summary and Extensions
Chapter. 6. Appendix

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Other Popular Editions of the Same Title

9783031163746: Machine Learning Algorithms: Adversarial Robustness in Signal Processing (Wireless Networks)

Featured Edition

ISBN 10:  3031163745 ISBN 13:  9783031163746
Publisher: Springer, 2022
Hardcover