Service interruption on Monday 11 July from 12:30 to 13:00: all the sites of the CCSD (HAL, Epiciences, SciencesConf, AureHAL) will be inaccessible (network hardware connection).
Skip to Main content Skip to Navigation
Conference papers

On the Identification of Property Based Generalizations in Microdata Anonymization

Abstract : Majority of the search algorithms in microdata anonymization restrict themselves to a single privacy property and a single criteria to optimize. The solutions obtained are therefore of limited application since adherence to multiple privacy models is required to impede different forms of privacy attacks. Towards this end, we propose the concept of a property based generalization (PBG) to capture the non-dominance relationships that appear when multiple objectives are to be met in an anonymization process. We propose an evolutionary algorithm that can identify a representative subset of the set of PBGs for the purpose of decision making.
Document type :
Conference papers
Complete list of metadata

Cited literature [15 references]  Display  Hide  Download

https://hal.inria.fr/hal-01056667
Contributor : Hal Ifip Connect in order to contact the contributor
Submitted on : Wednesday, August 20, 2014 - 1:39:30 PM
Last modification on : Friday, August 11, 2017 - 5:32:32 PM
Long-term archiving on: : Thursday, November 27, 2014 - 11:43:30 AM

File

_43.pdf
Files produced by the author(s)

Licence


Distributed under a Creative Commons Attribution 4.0 International License

Identifiers

Citation

Rinku Dewri, Indrajit Ray, Indrakshi Ray, Darrell Whitley. On the Identification of Property Based Generalizations in Microdata Anonymization. 24th Annual IFIP WG 11.3 Working Conference on Data and Applications Security and Privacy (DBSEC), Jun 2010, Rome, Italy. pp.81-96, ⟨10.1007/978-3-642-13739-6_6⟩. ⟨hal-01056667⟩

Share

Metrics

Record views

44

Files downloads

71