Differential Privacy and Applications
Author:   Tianqing Zhu ,  Gang Li ,  Wanlei Zhou ,  Philip S. Yu
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
Volume:   69
ISBN:  

9783319872117


Pages:   235
Publication Date:   09 September 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Differential Privacy and Applications


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Author:   Tianqing Zhu ,  Gang Li ,  Wanlei Zhou ,  Philip S. Yu
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
Volume:   69
Weight:   0.454kg
ISBN:  

9783319872117


ISBN 10:   3319872117
Pages:   235
Publication Date:   09 September 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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.

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