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Data Privacy: Foundations, New Developments and the Big Data Challenge
This book offers a broad, cohesive overview of the field of data privacy. It discusses, from a technological perspective, the problems and solutions of the three main communities working on data privacy: statistical disclosure control (those with a statistical background), privacy-preserving data mi...
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| Müşterek Yazar: | |
| Materyal Türü: | e-Kitap |
| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
Cham :
Springer International Publishing :
2017.
Imprint: Springer, |
| Edisyon: | 1st ed. 2017. |
| Seri Bilgileri: | Studies in Big Data,
28 |
| Konular: | |
| Online Erişim: | Full-text access |
İçindekiler:
- Introduction
- Machine and Statistical Learning
- On the Classification of Protection Procedures
- User's privacy
- Privacy Models and Disclosure Risk Measures
- Masking methods
- Information loss: evaluation and measures
- Selection of masking methods
- Conclusions.