10 citations · 10 across the 3 of their papers we have counts for
3 papers
diffGHOST: Diffusion based Generative Hedged Oblivious Synthetic Trajectories
Florent Guépin, Cheick Tidiani Cisse, Denis Renaud +2
Trajectories are nowadays valuable information for a wide range of applications. However they are also inherently sensitive, as they contain highly personal information about indiv…
In-stream Probabilistic Cardinality Estimation for Bloom Filters
Remy Scholler, Jean-Francois Couchot, Oumaima Alaoui-Ismaili +2
The amount of data coming from different sources such as IoT-sensors, social networks, cellular networks, has increased exponentially during the last few years. Probabilistic Data…
Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation?
Héber H. Arcolezi, Jean-François Couchot, Denis Renaud +2
This paper investigates the problem of forecasting multivariate aggregated human mobility while preserving the privacy of the individuals concerned. Differential privacy, a state-o…