Chaire CyberCNI @EDF Paris (21.9.2021) – Léo LAVAUR, Federated learning for defending Cyber-Attacks
On Sep 21, 2021, we had the pleasure to visit our partner EDF in Paris Palaiseau! Here is another highlight presentation:
Léo LAVAUR, Federated learning for defending Cyber-Attacks
In 2016, Google introduced the concept of Federated Learning (FL), enabling collaborative Machine Learning (ML). FL does not share local data but ML models, offering applications in diverse domains, including cybersecurity. Léo explains how FL has been studied to overcome challenges of collaborative intrusion detection and mitigation systems. His current research focuses on applying these concepts to specific use cases, such as smart factories, autonomous vehicles, or smart healthcare.
Program of the day
- 10h00 Youssef LAAROUCHI : Welcome
- 10h10 Marc-Oliver PAHL : La chaire cyberCNI.fr
- 10h30 Léo LAVAUR, T9 : Federated learning for defending Cyber-Attacks
- 10h50 Awaleh HOUSSEIN MERANEH, T1 : Automated learning and handling of Cyber-Physical Attacks
- 11h10 Julius BÜNGER : Keeping software in massive IoT installations up-to-date
- 11h30 Hassan CHAITOU, T4 : Optimisation du risque de sécurité pour l’apprentissage sur données de qualité hétérogène
- 11h50 Mariana SEGOVIA, Post-Doc 1 : Switch-based Resilient Control of Cyber-Physical Systems
- 12h10 Nicolas DELCOMBEL, T2 : Cyber Sécurité en Réalité Virtuelle
- 12h30 Anthony David, Immersive Cybersecurity
- 12h50 Marc-Oliver Pahl : Cyber CNI testbed
- 13h00 Demo Augmented Reality for Cybersecurity (Nicolas, Anthony)
About the research updates at the partners
The chair Cybersecurity for Critical Networked Infrastructures (CyberCNI.fr) has currently six industrial partners: Airbus, Amossys, BNP Paribas, EDF, Nokia, SNCF. There is continuous exchange between the PhD students and the partners. Every six months, there is an additional research update (spring/fall) event that provides the opportunity to see all running works together. In addition, research updates are done with and at specific partners.
The advantage of such an event is having even more people from the respective company present. This permits interesting discussions and regularly leads to even more people following the works of the chair.
- Chaire CyberCNI @EDF Paris (21.9.2021) – Mariana SEGOVIA: Switch-based Resilient Control of Cyber-Physical Systems - January 19, 2022
- Chaire CyberCNI @EDF Paris (21.9.2021) – Hassan CHAITOU, Security risk optimization for learning on heterogeneous quality data - January 12, 2022
- Chaire CyberCNI @EDF Paris (21.9.2021) – Julius BÜNGER, Keeping software in massive IoT installations up-to-date - January 4, 2022