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Towards Balancing Data Usefulness and Privacy Protection in K-Anonymisation
Seoul, Korea September 20-September 22
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CIT.2006.184Sixth IEEE International Conference o ...
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Grigorios Loukides, Cardiff University, UK
Jianhua Shao, Cardiff University, UK
K-anonymisation, as an approach to protecting data privacy, has received much recent attention from the database research community. Given a single table, there can be many ways to anonymise it. So criteria for determining a preferred solution is important. Various techniques have been proposed, all attempting to achieve some form of optimality in k-anonymisation, but few have considered the balance between the usefulness of the anonymised data and the protection of the original. In this paper, we address this issue and propose a two-step approach which allows data usefulness and privacy protection requirements to be considered and balanced in k-anonymisation.
Citation:
Grigorios Loukides, Jianhua Shao, "Towards Balancing Data Usefulness and Privacy Protection in K-Anonymisation," cit, pp.15, Sixth IEEE International Conference on Computer and Information Technology (CIT'06), 2006
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