Nawel Benarba
PhD student (access thesis page)
| Team(s) | DRIM |
| Institution | Institut National des Sciences Appliquées de Lyon |
| Location | Blaise Pascal (INSA) |
| nawel.benarba at liris.cnrs.fr | |
| Personal page | |
| Thesis | Bias, Fairness and Privacy Guarantees in Decentralized AI: Towards a Multi-Objective Approach (click to view details) |
Publications (IdHAL : nawel-benarba)
Publications LIRIS pour Nawel Benarba (6)
- 2025 (3)
- Journals (1)
- International journals with peer review (1)
- Nawel Benarba & Sara Bouchenak (2025). "Bias in Federated Learning: A Comprehensive Survey". ACM Computing Surveys. doi : 10.1145/3735125. HAL : hal-05093158.
- Conferences (1)
- International conferences with peer review (1)
- Nawel Benarba, Mathieu Chevalier, Sara Bouchenak, Benjamin Bertin & Olivier Jung (2025). "Anomaly Detection in Energy Performance Certificates – From Oblivious to Enlightened". 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S), 26 juin 2025, Naples (Italy), pp. 8-14. doi : 10.1109/DSN-S65789.2025.00035. HAL : hal-05252374.
- Others (1)
- Silvia Grosso, Nawel Benarba, Sara Bouchenak, Roberto Esposito & Mirko Polato (2025). "A Survey on Multimodal Federated Learning". PEPR-SanteNum 2025 - Journées Annuelles du PEPR Santé Numérique, Oct 2025, Lille, France, 15 octobre 2025, Lille (France). Poster. HAL : hal-05366356.
. - 2024 (2)
- Journals (1)
- International journals with peer review (1)
- Yasmine Djebrouni, Nawel Benarba, Ousmane Touat, Pasquale De Rosa, Sara Bouchenak, Angela Bonifati, Pascal Felber, Vania Marangozova & Valerio Schiavoni (2024). "Bias Mitigation in Federated Learning for Edge Computing". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 7, #4, pp. 1-35. doi : 10.1145/3631455. HAL : hal-04394438.
- Conferences (1)
- International conferences with peer review (1)
- Cédric Boscher, Nawel Benarba, Fatima Elhattab & Sara Bouchenak (2024). "Personalized Privacy-Preserving Federated Learning". Proceedings of the 25th International Middleware Conference, 6 décembre 2024, Hong Kong (China), pp. 454-466. doi : 10.1145/3652892.3700785. HAL : hal-04770214. .
- 2023 (1)
- Conferences (1)
- International conferences with peer review (1)
- Nawel Benarba & Sara Bouchenak (2023). "Empirical Analysis of Bias in Federated Learning". Conférence francophone d'informatique en Parallélisme, Architecture et Système, 7 juillet 2023, Annecy (France). HAL : hal-04394744.
Publications hors LIRIS
Publication hors LIRIS pour Nawel Benarba (0)