Machine Learning & Data Privacy

Private Data Synthesis from Decentralized Non-IID Data

Under Review in Artificial Intelligence and Statistics (AISTATS), Spring 2023, Valencia, Spain

Privacy Enhancement for Cloud-Based Few-Shot Learning

IEEE WCCI International Joint Conference on Neural Networks (IJCNN), July 2022, Padua, Italy

DP-Shield: Face Obfuscation with Differential Privacy

Accepted in Proceedings 25th International Conference on Extending Database Technology (EDBT 2022) Edinburgh, UK, March 29 - April 1, vol. 25, pp. 578–581, Mar. 2022.