Research
Frédéric Giroire (CNRS)
Short bio
Frédéric Giroire is a senior researcher at CNRS. He is the head of the COMRED (COMmunications, netwoRks, Embedded and Distributed systems) research division of the I3S laboratory, which gathers about 50 permanent and non-permanent researchers. He is also a member of the COATI project team, on Combinatorics, Optimization, and Algorithms for Telecommunications, which is a joint team of CNRS, Inria, and Université Côte d'Azur. His research interests include algorithmics, graph theory, combinatorial optimization, and artificial intelligence for network design and management problems, with a special interest in the study of energy efficiency and sobriety of information systems.
Research topic | Integrating AI into Network Solutions: Exploring Privacy, Security, and Energy Efficiency
One of the main objectives of my research project for the next few years is to explore how artificial intelligence techniques can be used to revisit classical and current network problems (related to Axis 1 – Fundamentals of AI). I have a special interest for privacy and security, in particular of federated learning models (related to the emerging topic AI for cybersecurity), and for the study of energy efficiency and frugality of information systems (related to the emerging topic AI for the environment).