Advanced Research in Data Privacy

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Guillermo Navarro-Arribas, Vicenç Torra
Springer, 21 aug. 2014 - 463 pagini

This book provides an overview of the research work on data privacy and privacy enhancing technologies carried by the participants of the ARES project. ARES (Advanced Research in Privacy an Security, CSD2007-00004) has been one of the most important research projects funded by the Spanish Government in the fields of computer security and privacy. It is part of the now extinct CONSOLIDER INGENIO 2010 program, a highly competitive program which aimed to advance knowledge and open new research lines among top Spanish research groups. The project started in 2007 and will finish this 2014. Composed by 6 research groups from 6 different institutions, it has gathered an important number of researchers during its lifetime.

Among the work produced by the ARES project, one specific work package has been related to privacy. This books gathers works produced by members of the project related to data privacy and privacy enhancing technologies. The presented works not only summarize important research carried in the project but also serve as an overview of the state of the art in current research on data privacy and privacy enhancing technologies.

 

Cuprins

1 Advanced Research on Data Privacy in the ARES Project
3
An Overview
15
A Survey of Results
27
SDC and PPDM
38
4 A Review of Attribute Disclosure Control
41
5 Data Privacy with R
62
6 OptimisationBased Study of Data Privacy by Using PRAM
83
SemanticRelated Respondent Privacy Protection
109
13 A Summary of kDegree Anonymous Methods for PrivacyPreserving on Networks
229
14 Evaluating Privacy Risks in Social Networks from the Users Perspective
251
Other RespondentPrivacy Enhancing Technologies
268
An Approach Based on Guaranteeing Data Privacy
269
Requirements and Proposals Related to Transport
285
17 Security and Privacy Concerns About the RFID Layer of EPC Gen2 Networks
303
18 Privacy on Mobile Coupons Booklets
325
19 Smart User Authentication for an Improved Data Privacy
345

7 Semantic Anonymisation of Categorical Datasets
111
8 Contributions on Semantic Similarity and Its Applications to Data Privacy
129
9 An Information Retrieval Approach to Document Sanitization
150
Location Privacy
167
On Using a Footprint Model to Face the Enemy
169
A MicroaggregationBased Approach
196
12 A Prototype for Anonymizing Trajectories from a Time Series Perspective
215
Social Networks
228
Web Search Engines
364
Survey and Contributions
367
An Intelligent Agent for Private Web Search
388
22 A Survey on the Use of Combinatorial Configurations for Anonymous Database Search
407
Recommenderand Personalized Systems
420
23 PrivacyEnhancing Technologies and Metrics in Personalized Information Systems
423
DocCloud a Use Case
443
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