Author: Giselle Font, Javier Bustos-Jimenez, and A.H.
Abstract:
Location privacy is a concern in mobile networks monitoring systems. We propose a model using homomorphic encryption, where researchers can compute aggregations, learning nothing more about users' location than the result of the aggregation. We build a location privacy layer on top of Adkintun Mobile using a Partial Homomorphic Encryption Scheme (Paillier) and a Fully Homomorphic Encryption scheme (HElib) and compared the performance. The result shows that both systems are practical for off-line statistical computation
Ref: In IEEE Latin America Transactions, 6 June 2016, Volume 14, No. 6, pp. 2894-2896, IEEE Press. PDF.