François Gauthier

Networked Personalized Federated Learning Using Reinforcement Learning

2023

Personalized federated learning enables every edge device or group of edge devices within the distributed network to learn a device- or cluster-specific model tailored to their local needs. Data scarcity, however, makes it difficult to …

Synthesis of Allowlists for Runtime Protection against SQLi

2024

Data is the new oil. This metaphor is commonly used to highlight the fact that data is a highly valuable commodity. Nowadays, much of worldwide data sits in SQL databases and transits through various web-based …