2 citations · 2 across the 5 of their papers we have counts for
5 papers
Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning
Sofiane Azogagh, Zelma Aubin Birba, Sébastien Gambs +1
Graphs are a widely used data structure for collecting and analyzing relational data. However, when the graph structure is distributed across several parties, its analysis is parti…
Data privacy for Mobility as a Service
Zineb Garroussi, Antoine Legrain, Sébastien Gambs +2
Mobility as a Service (MaaS) is revolutionizing the transportation industry by offering convenient, efficient and integrated transportation solutions. However, the extensive use of…
Membership Inference Attack for Beluga Whales Discrimination
Voncarlos Marcelo Araújo, Sébastien Gambs, Clément Chion +3
To efficiently monitor the growth and evolution of a particular wildlife population, one of the main fundamental challenges to address in animal ecology is the re-identification of…
Sanitization of Call Detail Records via Differentially-private Summaries
Mohammad Alaggan, Sébastien Gambs, Stan Matwin +2
In this work, we initiate the study of human mobility from sanitized call detail records (CDRs). Such data can be extremely valuable to solve important societal issues such as the…
The Crypto-democracy and the Trustworthy
Sebastien Gambs, Samuel Ranellucci, and Alain Tapp
In the current architecture of the Internet, there is a strong asymmetry in terms of power between the entities that gather and process personal data (e.g., major Internet companie…