Differential Privacy and Applications (eBook, 2017) [WorldCat.org]
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Differential Privacy and Applications

Author: Tianqing Zhu; Gang Li; Wanlei Zhou; Philip S Yu
Publisher: Cham Springer International Publishing Imprint : Springer, 2017.
Series: Advances in Information Security.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book focuses on differential privacy and its application with an emphasis on technical and application aspects. This book also presents the most recent research on differential privacy with a theory perspective. It provides an approachable strategy for researchers and engineers to implement differential privacy in real world applications. Early chapters are focused on two major directions, differentially  Read more...
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Details

Genre/Form: Libros electrónicos
Recursos electrónicos
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Tianqing Zhu; Gang Li; Wanlei Zhou; Philip S Yu
ISBN: 9783319620046 3319620045 9783319620022 3319620029
OCLC Number: 1005775490
Description: 1 recurso en línea 1 online resource (XIII, 235 p. 71 illustrations)
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.
Series Title: Advances in Information Security.
Responsibility: by Tianqing Zhu, Gang Li, Wanlei Zhou, Philip S. Yu.

Abstract:

It provides an approachable strategy for researchers and engineers to implement differential privacy in real world applications.Early chapters are focused on two major directions, differentially  Read more...

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