Project Publications
LOCARD related articles have been published in high-rated journals and presented in top conferences. The following list depicts all articles published and presented from the beginning of the project.

Microaggregation Optimisation Through Random Cluster Shuffling

Abstract:

The Internet of Things facilitates the collection of large amounts of data: sensors, smartphones, and even home appliances, generate a data deluge about individuals, their context and the events in their daily life. Providers can analyse these data in order to extract patterns and increase knowledge about their services, either on their own or by transferring datasets to third parties. To mitigate the Big Brother effect, i.e. to preserve the individuals’ right to privacy, techniques in the scope of Statistical Disclosure Control (SDC) must be applied. Microaggregation, is one of the best-known methods in the SDC arena. However, its results are far from optimal. In this paper, we introduce Random Cluster Shuffling, a new post-processing method that aims at improving the results of microaggregation techniques. We describe the proposal and present some results that support the potential of our approach.


Authors: M. Li, L. Zhu, Z. Zhang, C. Lal, M. Conti and M. Alazab

Conference: International Conference on Applications in Electronics Pervading Industry, Environment and Society

Date of Publication: April 2022

Publisher: Springer

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EU flag Copyright © 2019 - 2022 LOCARD. All rights reserved. This project has received funding from the European Union’s Horizon 2020 Research and Innovation Programme under Grant Agreement nº 832735. This project reflects only the author’s view and the Commission is not responsible for any use that may be made of the information it contains.