Differential Privacy and Applications /
| Autores principales: | , , , |
|---|---|
| Autor Corporativo: | |
| Formato: | eBook |
| Lenguaje: | English |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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| Edición: | 1st ed. 2017. |
| Colección: | Advances in Information Security,
69 |
| Materias: |
Tabla de Contenidos:
- 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.