Membership Inference Attacks on Aggregated Time Series with Linear Programming. - Antonin Voyez; Tristan Allard; Gildas Avoine; Pierre Cauchois; Élisa Fromont; Matthieu Simonin (SECRYPT, 2022)

Unique in the Smart Grid -The Privacy Cost of Fine-Grained Electrical Consumption Data. - Antonin Voyez; Tristan Allard; Gildas Avoine; Pierre Cauchois; Élisa Fromont; Matthieu Simonin (CoRR, 2022)

Analyzing and explaining privacy risks on time series data: ongoing work and challenges. - Tristan Allard; Hira Asghar; Gildas Avoine; Christophe Bobineau; Pierre Cauchois; Elisa Fromont; Anna Monreale; Francesca Naretto; Roberto Pellungrini; Francesca Pratesi; Marie-Christine Rousset; Antonin Voyez (SIGKDD Explor., 2024)

Improvement of electricity consumption model using variables constructed by zero-shot labelling on social media data. - Muhammad Salman Shahid; Pierre Cauchois; Anne de Moliner; Benoit Delinchant (e-Energy, 2025)

A synthetic dataset of French electric load curves with temperature conditioning. - Tahar Nabil; Ghislain Agoua; Pierre Cauchois; Anne de Moliner; Benoît Grossin (CoRR, 2025)