Fiche de Sidi Mohammed Senouci

Sidi Mohammed Senouci
Professeur des Universités
Section 27 - Informatique
Adresse : 49 rue Mademoiselle Bourgeois - 58000 Nevers
Tél. : +33(0)386715035
E-mail : Sidi-Mohammed.Senouci@u-bourgogne.fr
Site web : http://www.senouci.net
Equipe : SIC
Fonction : Professeur
  • Presentation
  • Publications
  • Research activities
Presentation

Sidi-Mohammed Senouci received his Ph.D. in Computer Science in 2003 from the University of Paris 6 and his HDR in 2009 from INP Toulouse, France. From 2004 to 2010, he was researcher in Orange Labs, Lannion. Since September 2010, he is professor at University of Bourgogne. Since October 2017, he is director the laboratory DRIVE collocated in Nevers. He participated or still participates to several national and European-wide research projects (ITEA CarCoDe, ITEA FUSE-IT, ITEA PARFAIT, Visio3D+, ANR 5G-INSIGHT, OPEVA and 6G-TWIN), holds 8 international patents and published his work in major IEEE conferences and renowned journals. He was co-chair in different IFIP, ACM or IEEE conferences and workshops. He was the Chair of IEEE ComSoc IIN Technical Committee, TCIIN (2014-2016). He serves as Guest Editor of premium journals. He is also a Senior Expert in the societies IEEE and SEE (Society of Electricity and Electronics).

Publications
Shajjad Hossain, Sidi-Mohammed Senouci, Bouziane Brik, Abdelwahab Boualouache. A privacy-preserving Self-Supervised Learning-based intrusion detection system for 5G-V2X networks. Ad Hoc Networks, 2025, 166, pp.103674. ⟨10.1016/j.adhoc.2024.103674⟩. ⟨hal-05301151⟩
Mohamed Redha Mahamdi, Ahmed Ramzi Houalef, Lydia Douaidi, Florian Delavernhe, Sidi-Mohamed Senouci. MatchEstimate: A Robust Aggregation Method for Federated Learning, Electric Vehicles Case Study. 2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), IEEE Vehicular Technology Society, Oct 2025, Chengdu, China. ⟨hal-05199232⟩
Ahmed-Ramzi Houalef, Florian Delavernhe, Sidi-Mohamed Senouci, El-Hassane Aglzim. Optimal Control of Electric Vehicles in Dynamic Wireless Charging Lanes Using Deep Q-Networks. 2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), IEEE Vehicular Technology Society, Oct 2025, Chengdu, China. ⟨hal-05094364⟩
Nour Haidar, Mohamed Attia, Sidi-Mohamed Senouci, El-Hassane Aglzim, Ali Kribeche, et al.. New consumer-dependent energy management system to reduce cost and carbon impact in smart buildings. Sustainable Cities and Society, 2018, 39, pp.740-750. ⟨10.1016/j.scs.2017.11.033⟩. ⟨hal-05020429⟩
Ahmed-Ramzi Houalef, Florian Delavernhe, Sidi-Mohamed Senouci, El-Hassane Aglzim. Utilizing Data-Driven Techniques to Improve Predictive Modeling of Connected Electric Vehicle Energy Consumption. 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), Oct 2024, Washington, United States. pp.1-6, ⟨10.1109/VTC2024-Fall63153.2024.10757738⟩. ⟨hal-04949806⟩
Ines El Korbi, Sidi-Mohammed Senouci, Fetulhak Abdurahman Shewajo. Véhicule connecté : Environnement, Architectures et Défis. La Revue de l'électricité et de l'électronique, 2023, 2023 (2), pp.54-62. ⟨hal-04902838⟩
Deemah Tashman, Soumaya Cherkaoui, Walaa Hamouda, Sidi-Mohamed Senouci. Securing Overlay Cognitive Radio Networks Over Cascaded Channels with Energy Harvesting. 2023 IEEE Globecom Workshops (GC Wkshps), Dec 2023, Kuala Lumpur, France. pp.620-625, ⟨10.1109/GCWkshps58843.2023.10464644⟩. ⟨hal-04701460⟩
Sébastien Faye, Miguel Camelo, Jean-Sébastien Sottet, Christoph Sommer, Mario Franke, et al.. Integrating Network Digital Twinning into Future AI-based 6G Systems: The 6G-TWIN Vision. 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Jun 2024, Antwerp, France. pp.883-888, ⟨10.1109/EuCNC/6GSummit60053.2024.10597058⟩. ⟨hal-04701447⟩
Taki Eddine Toufik Djaidja, Bouziane Brik, Sidi Mohammed Senouci, Abdelwahab Boualouache, Yacine Ghamri-Doudane. Early Network Intrusion Detection Enabled by Attention Mechanisms and RNNs. IEEE Transactions on Information Forensics and Security, 2024, 19, pp.7783-7793. ⟨10.1109/TIFS.2024.3441862⟩. ⟨hal-04700992⟩
Mehdi Madjid Abbas, Omar Rafik Merad-Boudia, Sidi-Mohamed Senouci, Ghalem Belalem. Blockchain‐based secure multifunctional data aggregation for fog‐ IoT environments. Concurrency and Computation: Practice and Experience, 2024, 36 (21), ⟨10.1002/cpe.8212⟩. ⟨hal-04700989⟩
Research activities

Research area:

  • Optimizing systems by leveraging both model-based and data-driven approaches.
  • Development of advanced solutions—algorithms and protocols—that integrate analytical modeling techniques such as graph theory, game theory and multi-objective optimization, alongside machine learning for adaptive and intelligent decision-making.

Apllication domains:

  • Mobile and Wireless networks
  • Intelligent and autonomous vehicles
  • Internet of Things (IoT),
  • Smart Grids.

Ongoing projects: