Differential Privacy and Applications /
| Main Authors: | , , , |
|---|---|
| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
|
| Edition: | 1st ed. 2017. |
| Series: | Advances in Information Security,
69 |
| Subjects: |
Table of Contents:
- Preliminary of Differential Privacy
- Differentially Private Data Publishing: Settings and Mechanisms
- Differentially Private Data Publishing: Interactive Setting
- Differentially Private Data Publishing: Non-interactive Setting
- Differentially Private Data Analysis
- Differentially Private Deep Learning
- Differentially Private Applications: Where to Start?
- Differentially Private Social Network Data Publishing
- Differentially Private Recommender System
- Privacy Preserving for Tagging Recommender Systems
- Differential Location Privacy
- Differentially Private Spatial Crowdsourcing
- Correlated Differential Privacy for Non-IID Datasets
- Future Directions.