43 citations · 95 across the 24 of their papers we have counts for
3 papers · 1 filter
Differentially Private Data Generative Models
Qingrong Chen, Chong Xiang, Minhui Xue +4
Deep neural networks (DNNs) have recently been widely adopted in various applications, and such success is largely due to a combination of algorithmic breakthroughs, computation re…
Private Continual Release of Real-Valued Data Streams
Victor Perrier, Hassan Jameel Asghar, Dali Kaafar
We present a differentially private mechanism to display statistics (e.g., the moving average) of a stream of real valued observations where the bound on each observation is either…
A Geometric Approach for Real-time Monitoring of Dynamic Large Scale Graphs: AS-level graphs illustrated
Loqman Salamatian, Dali Kaafar, Kavé Salamatian
The monitoring of large dynamic networks is a major chal- lenge for a wide range of application. The complexity stems from properties of the underlying graphs, in which slight loca…