47 citations · 214 across the 25 of their papers we have counts for
3 papers · 1 filter
Model extraction from counterfactual explanations
Ulrich Aïvodji, Alexandre Bolot, Sébastien Gambs
Post-hoc explanation techniques refer to a posteriori methods that can be used to explain how black-box machine learning models produce their outcomes. Among post-hoc explanation t…
Online publication of court records: circumventing the privacy-transparency trade-off
Tristan Allard, Louis Béziaud, Sébastien Gambs
The open data movement is leading to the massive publishing of court records online, increasing transparency and accessibility of justice, and to the design of legal technologies b…
DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks
Claude Rosin Ngueveu, Antoine Boutet, Carole Frindel +3
With the widespread adoption of the quantified self movement, an increasing number of users rely on mobile applications to monitor their physical activity through their smartphones…