Publications LIRIS pour Vlad Nitu (7)

• 2022 (3)
• Journals (2)
• International journals with peer review (2)
•  Yacine Belal, Aurélien Bellet, Sonia Ben Mokhtar & Vlad Nitu (2022). "PEPPER: Empowering User-Centric Recommender Systems over Gossip Learning". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 6, #3, pp. 1-27. doi : 10.1145/3550302. ArXiv : 2208.05320. HAL : hal-03867109.
•  Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra & François Taïani (2022). "FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction". ACM Transactions on Intelligent Systems and Technology, vol. 13, #5, pp. 1-30. doi : 10.1145/3527621. HAL : hal-03906055. .
• Conferences (1)
• International conferences with peer review (1)
•  Aghiles Messaoud, Sonia Ben Mokhtar, Vlad Nitu & Valerio Schiavoni (2022). "Shielding Federated Learning Systems against Inference Attacks with ARM TrustZone". Middleware '22: Proceedings of the 23rd ACM/IFIP International Middleware Conference, 11 novembre 2022, Québec City, Canada (Canada), pp. 335-348. doi : 10.1145/3528535.3565255. HAL : hal-03815963. .
• 2021 (3)
• Journals (1)
• International journals with peer review (1)
•  Besma Khalfoun, Sonia Ben Mokhtar, Sara Bouchenak & Vlad Nitu (2021). "EDEN: Enforcing Location Privacy through Re-identification Risk Assessment: A Federated Learning Approach". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 5, #2, p. 68. doi : 10.1145/3463502. HAL : hal-03274635. .
• Conferences (2)
• International conferences with peer review (2)
•  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. .
•  Aghiles Ait Messaoud, Sonia Ben Mokhtar, Vlad Nitu & Valerio Schiavoni (2021). "GradSec: a TEE-based Scheme Against Federated Learning Inference Attacks". SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles. Workshop on Resilient FL., 25 octobre 2021, Virtual Event (France), pp. 10-12. doi : 10.1145/3477114.3488763. HAL : hal-03752260. .
• 2020 (1)
• Conferences (1)
• International conferences with peer review (1)
•  Yanis Meziani, Besma Khalfoun, Sara Bouchenak, Sonia Ben Mokhtar & Vlad Nitu (2020). "Enforcing Adaptive Location Privacy with Federated Learning". COMPAS 2020 : parallémisme, Architecture, Système/ Temps réel, 3 juillet 2020, Lyon (France). HAL : hal-03339363. .