Heterogeneous private information retrieval H Mozaffari, A Houmansadr Network and Distributed Systems Security (NDSS) Symposium 2020, 2020 | 24 | 2020 |
Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks H Mozaffari, V Shejwalkar, A Houmansadr USENIX Security Symposium, 2023, 2023 | 18* | 2023 |
Blocking-resilient communications in information-centric networks using router redirection H Mozaffari, A Houmansadr, A Venkataramani 2019 IEEE Globecom Workshops (GC Wkshps), 1-6, 2019 | 14 | 2019 |
E2FL: Equal and equitable federated learning H Mozaffari, A Houmansadr arXiv preprint arXiv:2205.10454, 2022 | 12 | 2022 |
E2FL: Equal and equitable federated learning. arXiv H Mozaffari, A Houmansadr arXiv preprint arXiv:2205.10454, 2022 | 5 | 2022 |
Fedperm: Private and robust federated learning by parameter permutation H Mozaffari, VJ Marathe, D Dice arXiv preprint arXiv:2208.07922, 2022 | 4 | 2022 |
Fake or Compromised? Making Sense of Malicious Clients in Federated Learning H Mozaffari, S Choudhary, A Houmansadr arXiv preprint arXiv:2403.06319, 2024 | | 2024 |
Federated Learning by Parameter Permutation H Mozaffari, VJ Marathe, D Dice US Patent App. 18/366,586, 2024 | | 2024 |
Emerging Trustworthiness Issues in Distributed Learning Systems H Mozaffari | | 2023 |
Private and Robust Federated Learning using Private Information Retrieval and Norm Bounding H Mozaffari, V Marathe, D Dice Workshop on Federated Learning: Recent Advances and New Challenges (in …, 2022 | | 2022 |
Robust Federated Learning By Training on Parameter Ranks H Mozaffari, V Shejwalkar, A Houmansadr FL-AAAI-22, 2022 | | 2022 |
Equity and Equality in Fair Federated Learning H Mozaffari, A Houmansadr ICML RDMDE, 2022, 2022 | | 2022 |