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Domingo-Ferrer, Josep
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Discrimination- and privacy-aware patterns
Hajian S., Domingo-Ferrer J., Monreale A., Pedreschi D., Giannotti F. Data Mining and Knowledge Discovery 29(6): 1733-1782, 2015. Type: Article
One of the difficulties in analyzing large blocks of data to derive usable information is the potential for accidentally including personal or discriminatory data, making the information unusable because of various laws. The authors pr...
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Feb 17 2016
Generalization-based privacy preservation and discrimination prevention in data publishing and mining
Hajian S., Domingo-Ferrer J., Farràs O. Data Mining and Knowledge Discovery 28(5-6): 1158-1188, 2014. Type: Article
Publishing data for secondary analysis benefits applications ranging from medical research to policy making; however, it also incurs the risks of invasion of individual privacy and creation of discrimination. This paper develops a data...
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Jan 20 2015
Ad hoc broadcast encryption
Wu Q., Qin B., Zhang L., Domingo-Ferrer J. CCS 2010 (Proceedings of the 17th ACM Conference on Computer and Communications Security, Chicago, IL, Oct 4-8, 2010) 741-743, 2010. Type: Proceedings
Wu et al. propose a new network primitive for the ad hoc broadcast encryption (AHBE) of message session keys in applications without a trusted dealer. They create an AHBE system as a key encapsulation method that contains probabilistic...
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Feb 1 2011
Measuring risk and utility of anonymized data using information theory
Domingo-Ferrer J., Rebollo-Monedero D. EDBT/ICDT 2009 (Proceedings of the 2009 EDBT/ICDT Workshops, Saint-Petersburg, Russia, Mar 22, 2009) 126-130, 2009. Type: Proceedings
The creation of a mathematical framework for evaluating the utility and the risks of disclosure when anonymizing data is the goal of this paper. A balance between information loss and the risk of disclosure needs to be maintained....
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May 3 2010
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