Research

Thesis

I am a PhD student at CEA-List (Saclay, France), under the supervision of Cédric Gouy-Pailler and Oana Stan. My thesis aims to make federated learning more secure and more efficient by incorporating fully homomorphic encryption as a primary building block, complemented by other cryptographic privacy mechanisms. So far, I have been particularly focused on threshold protocols and differential privacy.

Research Interests

• Fully Homomorphic Encryption
• Federated Learning
• Privacy-Preserving ML

Publications

Nothing yet — I am at the early stages of my thesis.