Skip to Main content Skip to Navigation
Conference papers

MooD: MObility Data Privacy as Orphan Disease -Experimentation and Deployment Paper

Besma Khalfoun 1 Mohamed Maouche 1 Sonia Ben Mokhtar 1 Sara Bouchenak 1 
1 DRIM - Distribution, Recherche d'Information et Mobilité
LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
Abstract : With the increasing development of handheld devices, Location Based Services (LBSs) became very popular in facilitating users' daily life with a broad range of applications (e.g. traffic monitoring, geo-located search, geo-gaming). However , several studies have shown that the collected mobility data may reveal sensitive information about end-users such as their home and workplaces, their gender, political, religious or sexual preferences. To overcome these threats, many Location Privacy Protection Mechanisms (LPPMs) were proposed in the literature. While the existing LPPMs try to protect most of the users in mobility datasets, there is usually a subset of users who are not protected by any of the existing LPPMs. By analogy to medical research, there are orphan diseases, for which the medical community is still looking for a remedy. In this paper, we present MooD, a fine-grained multi-LPPM user-centric solution whose main objective is to find a treatment to mobile users' orphan disease by protecting them from re-identification attacks. Our experiments are conducted on four real world datasets. The results show that MooD outperforms its competitors, and the amount of user mobility data it is able to protect is in the range between 97.5% to 100% on the various datasets. CCS Concepts • Security and privacy → Pseudonymity, anonymity and untraceability.
Document type :
Conference papers
Complete list of metadata

Cited literature [36 references]  Display  Hide  Download
Contributor : Besma KHALFOUN Connect in order to contact the contributor
Submitted on : Friday, November 8, 2019 - 11:11:07 AM
Last modification on : Tuesday, June 1, 2021 - 2:08:08 PM
Long-term archiving on: : Sunday, February 9, 2020 - 8:43:21 PM


Files produced by the author(s)



Besma Khalfoun, Mohamed Maouche, Sonia Ben Mokhtar, Sara Bouchenak. MooD: MObility Data Privacy as Orphan Disease -Experimentation and Deployment Paper. ACM/IFIP/USENIX International Middleware Conference, Dec 2019, Califonia, United States. ⟨10.1145/3361525.3361542⟩. ⟨hal-02355325⟩



Record views


Files downloads