Secure and efficient federated learning by combining homomorphic encryption and gradient pruning in speech emotion recognition S Mohammadi, S Sinaei, A Balador, F Flammini International Conference on Information Security Practice and Experience, 1-16, 2023 | 4 | 2023 |
Optimized paillier homomorphic encryption in federated learning for speech emotion recognition S Mohammadi, S Sinaei, A Balador, F Flammini 2023 IEEE 47th Annual Computers, Software, and Applications Conference …, 2023 | 3 | 2023 |
Balancing privacy and accuracy in federated learning for speech emotion recognition S Mohammadi, M Mohammadi, S Sinaei, A Balador, E Nowroozi, ... 2023 18th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2023 | 2 | 2023 |
Balancing privacy and performance in federated learning: A systematic literature review on methods and metrics S Mohammadi, A Balador, S Sinaei, F Flammini Journal of Parallel and Distributed Computing, 104918, 2024 | 1 | 2024 |
Hyperparameters optimization for federated learning system: Speech emotion recognition case study K Mishchenko, S Mohammadi, M Mohammadi, S Sinaei 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC …, 2023 | 1 | 2023 |
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters V Tsouvalas, S Mohammadi, A Balador, T Ozcelebi, F Flammini, ... arXiv preprint arXiv:2406.09152, 2024 | | 2024 |
Balancing Privacy and Performance in Emerging Applications of Federated Learning S Mohammadi Mälardalens universitet, 2023 | | 2023 |