1
by Pejó, Balázs, Desfontaines, Damien
Published 2022
Springer International Publishing
Table of Contents: ...1. Introduction -- 2. Differential Privacy -- 3. Quantification of privacy loss -- 4. Neighborhood...

2
by Li, Jin, Li, Ping, Liu, Zheli, Chen, Xiaofeng
Published 2022
Springer Nature Singapore
Table of Contents: ... -- Secure Distributed Learning -- Learning with Differential Privacy -- Applications - Privacy-Preserving...

3
by Qu, Youyang, Gao, Longxiang, Yu, Shui, Xiang, Yong
Published 2022
Springer Nature Singapore
Table of Contents: ... Privacy Protection of IoTs using GAN-Enhanced Differential Privacy -- Chapter 5 Hybrid Privacy Protection...

4
by Qu, Youyang, Nosouhi, Mohammad Reza, Cui, Lei, Yu, Shui
Published 2021
Springer Nature Singapore
... of personalized privacy protection. Traditional methods, such as differential privacy and cryptography...

5
by Torra, Vicenç
Published 2022
Springer International Publishing
...—differential privacy, k-anonymity, and secure multiparty computation. Topics and features: Provides integrated...

6
by Kim, Kwangjo, Tanuwidjaja, Harry Chandra
Published 2021
Springer Nature Singapore
..., secure MPC, differential privacy, secure enclaves), new federated or split learning for PPDL should also...

7
Published 2024
Springer Nature Switzerland
Table of Contents: ....Artificial Intelligence and Differential Privacy – Review of Protection Estimate Models -- Chapter.4.To Know...

8
Published 2024
Springer Nature Singapore
Table of Contents: ... with Reputation Mechanism -- An Optimized Scheme of Federated Learning Based on Differential Privacy...