Title
Sanitizing microdata without leak: combining preventive and curative actions
Abstract
While most of the work done in Privacy-Preserving Data Publishing does the assumption of a trusted central publisher, this paper advocates a fully decentralized way of publishing anonymized datasets. It capitalizes on the emergence of more and more powerful and versatile Secure Portable Tokens raising new alternatives to manage and protect personal data. The proposed approach allows the delivery of sanitized datasets extracted from personal data hosted by a large population of Secure Portable Tokens. The central idea lies in distributing the trust among the data owners while deterring dishonest participants to cheat with the protocols. Deviant behaviors are deterred thanks to a combination of preventive and curative measures. Experimental results confirm the effectiveness of the solution.
Year
DOI
Venue
2011
10.1007/978-3-642-21031-0_25
ISPEC
Keywords
Field
DocType
sanitizing microdata,data owner,personal data,versatile secure portable,central publisher,curative measure,curative action,privacy-preserving data publishing,central idea,deviant behavior,anonymized datasets,secure portable tokens
Population,Attack model,Internet privacy,Adversary model,Computer science,Computer security,Data publishing,Microdata (HTML),Publishing
Conference
Volume
ISSN
Citations 
6672
0302-9743
3
PageRank 
References 
Authors
0.42
9
3
Name
Order
Citations
PageRank
Tristan Allard1322.52
Benjamin Nguyen2718.72
Philippe Pucheral351471.89