Zakariya Ghalmane

According to our database, Zakariya Ghalmane authored at least 15 papers between 2018 and 2025.

Collaborative distances:

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

2025

Integrating Centrality Measures in Federated Learning-Based Intrusion Detection Systems.

Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

Generating Realistic Cyber Security Datasets for IoT Networks with Diverse Complex Network Properties.

Fouad Al Tfaily, Zakariya Ghalmane, Mortada Termos, Mohamed-el-Amine Brahmia, Ali Jaber, Mourad Zghal

Proceedings of the 10th International Conference on Internet of Things, 2025

Enhancing IoT Network Intrusion Detection with a New GraphSAGE Embedding Algorithm Using Centrality Measures.

Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal

Proceedings of the 10th International Conference on Internet of Things, 2025

Graph-Based Learning for Multimodal Route Recommendation.

Zakariya Ghalmane, Brahim Daoud

Proceedings of the 10th International Conference on Internet of Things, 2025

2024

GDLC: A new Graph Deep Learning framework based on centrality measures for intrusion detection in IoT networks.

Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal

Internet Things, 2024

2023

Intrusion Detection System for IoT Based on Complex Networks and Machine Learning.

Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal

Proceedings of the IEEE Intl Conf on Dependable, 2023

2022

A Stochastic Approach for Extracting Community-Based Backbones.

Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Mourad Zghal, Hocine Cherifi

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Extracting modular-based backbones in weighted networks.

Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni

Inf. Sci., 2021

2020

Extracting Backbones in Weighted Modular Complex Networks.

Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni

CoRR, 2020

Exploring Hubs and Overlapping Nodes Interactions in Modular Complex Networks.

Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni

IEEE Access, 2020

A backbone extraction method for complex weighted networks (extended abstract).

Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni

Proceedings of MARAMI 2020 - Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques, 2020

2019

Immunization of networks with non-overlapping community structure.

Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi

Soc. Netw. Anal. Min., 2019

Centrality in modular networks.

Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi

EPJ Data Sci., 2019

2018

k-Truss Decomposition for Modular Centrality.

Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi

Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Betweenness Centrality for Networks with Non-Overlapping Community Structure.

Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi

Proceedings of the 2018 IEEE Workshop on Complexity in Engineering, 2018