Fatima El Hattab
Former LIRIS member since: 2023-12-31
Quality | PhD student |
Team(s) | DRIM |
Institution | Institut National des Sciences Appliquées de Lyon |
Thesis | Towards Effective Privacy Preserving Decentralized AI (click to view details) |
Publications (IdHAL : elhattab-fatima)
Publications LIRIS pour Fatima El Hattab (6)
- 2024 (2)
- Journals (1)
- International journals with peer review (1)
- Fatima Elhattab, Sara Bouchenak & Cédric Boscher (2024). "PASTEL: Privacy-Preserving Federated Learning in Edge Computing". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 7, #4, pp. 1-29. doi : 10.1145/3633808. HAL : hal-04394133.
- 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 (2)
- Conferences (2)
- International conferences with peer review (2)
- Fatima Elhattab & Sara Bouchenak (2023). "Mitigating Membership Inference Attacks in Federated Learning". COMPAS'23 : Conférence francophone en informatique, 4 juillet 2023, Annecy (France). HAL : hal-04124475. .
- Fatima Elhattab, Sara Bouchenak, Rania Talbi & Vlad Nitu (2023). "Robust Federated Learning for Ubiquitous Computing through Mitigation of Edge-Case Backdoor Attacks". IMWUT 2023, 13 octobre 2023, Cancun, Mexico (Mexico), pp. 1-27. doi : 10.1145/3569492. HAL : hal-04124471.
- 2022 (1)
- Conferences (1)
- International conferences with peer review (1)
- Fatima Elhattab (2022). "Towards Mitigation of Edge-Case Backdoor Attacks in Federated Learning". 16th EuroSys Doctoral Workshop, 5 avril 2022, Rennes (France). HAL : hal-03834460. .
- 2021 (1)
- Conferences (1)
- International conferences with peer review (1)
- Elhattab Fatima, Rania Talbi, Sara Bouchenak & Vlad Nitu (2021). "Towards Mitigating Poisoning Attacks in Federated Learning". ComPAS’2021 : Parallélisme/ Architecture/ Système MILC-Lyon, 9 juillet 2021, Lyon (France). HAL : hal-03815244. .
Publications hors LIRIS
Publication hors LIRIS pour Fatima El Hattab (0)