1
by Cowan, Ethan, Shoemate, Michael, Pereira, Mayana
Published 2024
O'Reilly Media, Inc.
..., and learn how to integrate differential privacy into workflows. With this book, you'll learn: How DP...

2
by Zhu, Tianqing, Li, Gang, Zhou, Wanlei, Yu, Philip S.
Published 2017
Springer International Publishing
Table of Contents: ...Preliminary of Differential Privacy -- Differentially Private Data Publishing: Settings...

3
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...

4
by Le Ny, Jerome
Published 2020
Springer International Publishing
...This Springer brief provides the necessary foundations to understand differential privacy...

5
by Erlingsson, Úlfar
Published 2020
O'Reilly Media, Inc.
... explores the basics of ML privacy, introduces differential privacy and why it's considered a gold standard...

6
by Hidalgo, César A.
Published 2020
The MIT Press
Subjects: ...Differential Privacy...

7
by van Wynsberghe, Aimee
Published 2023
MDPI - Multidisciplinary Digital Publishing Institute
Subjects: ...differential privacy...

8
by Quiroz, Marcela
Published 2023
MDPI - Multidisciplinary Digital Publishing Institute
Subjects: ...differential privacy...

9
by Alquier, Pierre
Published 2022
MDPI - Multidisciplinary Digital Publishing Institute
Subjects: ...differential privacy (DP)...

10
Published 2018
Springer International Publishing
Table of Contents: ...Security and privacy in machine learning -- Differential privacy -- Cyber security research...

11
Published 2023
Springer International Publishing
Table of Contents: ...DPM Workshop: Differential Privacy and Data Analysis -- Enhancing Privacy in Federated Learning...

12
Published 2023
Springer Nature Switzerland
Table of Contents: ...Privacy 1 -- (Local) Differential Privacy has NO Disparate Impact on Fairness -- Building Quadtrees...

13
Published 2016
Springer Berlin Heidelberg
Table of Contents: ... -- Cross&Clean: Amortized Garbled Circuits With Constant Overhead -- Differential Privacy -- Separating...

14
Published 2015
Springer Berlin Heidelberg
Table of Contents: ...Pseudorandom Functions and Applications -- Proofs and Verifiable Computation -- Differential...

15
Published 2012
Springer Berlin Heidelberg
Table of Contents: ... protection: case studies -- Spatial data protection -- Differential privacy -- On-line databases and remote...

16
Published 2021
Springer International Publishing
Table of Contents: ...Differential Privacy -- Cryptology I -- Cryptology II -- Machine Learning -- Potpourri I...

17
by Yu, Shui, Cui, Lei
Published 2023
Springer Nature Singapore
Table of Contents: .... GAN Attacks and Counter Attacks in Federated Learning -- Chapter 5. Differential Privacy in Federated...

18
Published 2017
Springer International Publishing
Table of Contents: ... of Differential Privacy...

19
Published 2022
Springer International Publishing
Table of Contents: ... -- Multimodal Fusion Representation Learning based on Differential Privacy -- Efficient List Decoding Applied...

20
Published 2019
Springer International Publishing
Table of Contents: ... -- Differential privacy -- Bounds for symmetric cryptography -- Non-malleability -- Blockchain and consensus...