Towards the anonymisation of RDF data

Radulovic, Filip and García Castro, Raúl and Gómez-Pérez, A. (2015). Towards the anonymisation of RDF data. In: "27th International Conference on Software Engineering and Knowledge Engineering", 06-08 Jul 2015, Pittsburg, Philadelphia, Estados Unidos. ISBN 1891706373. pp. 646-651. https://doi.org/10.18293/SEKE2015-167.

Description

Title: Towards the anonymisation of RDF data
Author/s:
  • Radulovic, Filip
  • García Castro, Raúl
  • Gómez-Pérez, A.
Item Type: Presentation at Congress or Conference (Article)
Event Title: 27th International Conference on Software Engineering and Knowledge Engineering
Event Dates: 06-08 Jul 2015
Event Location: Pittsburg, Philadelphia, Estados Unidos
Title of Book: Proceedings SEKE 2015
Date: 2015
ISBN: 1891706373
Volume: 1
Subjects:
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

Privacy protection in published data sets is of crucial importance, and anonymisation is one well-known technique for privacy protection that has been successfully used in practice. However, existing anonymisation frameworks have in mind specific data structures (i.e., tabular data) and, because of this, these frameworks are difficult to apply in the case of RDF data. This paper presents an RDF anonymisation framework that has been developed to address the particularities of the RDF specification. Such framework includes an anonymisation model for RDF data, a set of anonymisation operations for the implementation of such model, and a metric for measuring precision and distortion of anonymised RDF data. Furthermore, this paper presents a use case of the proposed RDF anonymisation framework.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainTIN2013-46238-C4-2-RBES-2014-068449UnspecifiedUnspecified
Government of SpainFPU12/04084UnspecifiedUnspecifiedUnspecified

More information

Item ID: 41552
DC Identifier: http://oa.upm.es/41552/
OAI Identifier: oai:oa.upm.es:41552
DOI: 10.18293/SEKE2015-167
Official URL: http://ksiresearchorg.ipage.com/seke/Proceedings/seke/SEKE2015_Proceedings.pdf
Deposited by: Memoria Investigacion
Deposited on: 17 Jan 2017 17:35
Last Modified: 12 May 2020 09:04
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