Souhila Badra Guendouzi

According to our database, Souhila Badra Guendouzi authored at least 5 papers between 2022 and 2023.

Collaborative distances:

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

2023

A systematic review of federated learning: Challenges, aggregation methods, and development tools.

Souhila Badra Guendouzi, Samir Ouchani, Hiba El Assaad, Madeleine El-Zaher

J. Netw. Comput. Appl., November, 2023

FedGA-Meta: Federated Learning Framework using Genetic Algorithms and Meta-Learning for Aggregation in Industrial Cyber- Physical Systems.

Souhila Badra Guendouzi, Samir Ouchani, Hiba El Assaad, Madeleine El-Zaher

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

2022

Aggregation using Genetic Algorithms for Federated Learning in Industrial Cyber-Physical Systems.

Souhila Badra Guendouzi, Samir Ouchani, Mimoun Malki

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

Enhancing the Aggregation of the Federated Learning for the Industrial Cyber Physical Systems.

Souhila Badra Guendouzi, Samir Ouchani, Mimoune Malki

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2022

Genetic Algorithm Based Aggregation for Federated Learning in Industrial Cyber Physical Systems.

Souhila Badra Guendouzi, Samir Ouchani, Mimoun Malki

Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022