Samaneh Mohammadi

According to our database, Samaneh Mohammadi authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Balancing privacy and performance in federated learning: A systematic literature review on methods and metrics.

Samaneh Mohammadi, Ali Balador, Sima Sinaei, Francesco Flammini

J. Parallel Distributed Comput., 2024

EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters.

Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia

CoRR, 2024

2023

Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition.

Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini

Proceedings of the Information Security Practice and Experience, 2023

Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case Study.

Kateryna Mishchenko, Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei

Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition.

Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition.

Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023