Zakariya GHALMANE

24
Documents

Publications

Publications

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 et al.
Internet of Things, 2024, pp.101214. ⟨10.1016/j.iot.2024.101214⟩
Article dans une revue hal-04572104 v1
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Extracting Modular-based Backbones in Weighted Networks

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
Information Sciences, 2021, 576, pp.454-474. ⟨10.1016/j.ins.2021.06.087⟩
Article dans une revue hal-04094168 v1

Extracting Backbones in Weighted Modular Complex Networks

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
Scientific Reports, 2020, 10 (1), pp.18. ⟨10.1038/s41598-020-71876-0⟩
Article dans une revue hal-03059093 v1

Exploring Hubs and Overlapping Nodes Interactions in Modular Complex Networks

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
IEEE Access, 2020, 8, pp.79650-79683. ⟨10.1109/ACCESS.2020.2991001⟩
Article dans une revue hal-02905614 v1
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Immunization of networks with non-overlapping community structure

Zakariya Ghalmane , Mohammed El Hassouni , Hocine Cherifi
Social Network Analysis and Mining, 2019, 9 (1), ⟨10.1007/s13278-019-0591-9⟩
Article dans une revue hal-02377044 v1
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Centrality in Complex Networks with overlapping Community structure

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
Scientific Reports, 2019, 9 (1), ⟨10.1038/s41598-019-46507-y⟩
Article dans une revue hal-02377136 v1
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Centrality in modular networks

Zakariya Ghalmane , Mohammed El Hassouni , Chantal Cherifi , Hocine Cherifi
EPJ Data Science, 2019, 8 (1), ⟨10.1140/epjds/s13688-019-0195-7⟩
Article dans une revue hal-02376593 v1

Integrating Centrality Measures in Federated Learning-Based Intrusion Detection Systems

Mortada Termos , Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Ahmad Fadlallah , Ali Jaber et al.
2025 IEEE Wireless Communications and Networking Conference (WCNC), Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978723⟩
Communication dans un congrès hal-05072659 v1
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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 et al.
10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.329-336, ⟨10.5220/0013363000003944⟩
Communication dans un congrès hal-05032710 v1

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 et al.
10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.321-328, ⟨10.5220/0013359000003944⟩
Communication dans un congrès hal-05032706 v1

Graph-Based Learning for Multimodal Route Recommendation

Zakariya Ghalmane , Brahim Daoud
10th International Conference on Internet of Things, Big Data and Security, IoTBDS 2025, Apr 2025, Porto, France. pp.313-320, ⟨10.5220/0013356300003944⟩
Communication dans un congrès hal-05038649 v1

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

Mortada Termos , Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Ahmad Fadlallah , Ali Jaber et al.
2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Nov 2023, Abu Dhabi, France. pp.0471-0477, ⟨10.1109/DASC/PiCom/CBDCom/Cy59711.2023.10361433⟩
Communication dans un congrès hal-04383482 v1
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Community-based method for extracting backbones

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
The International Conference on Complex Networks (CompleNet) 2022, May 2022, Online, France
Communication dans un congrès hal-04107962 v1
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A stochastic approach for extracting community-based backbones

Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Mourad Zghal , Hocine Cherifi
The 11th International Conference on Complex Networks and their Applications, Nov 2022, Palerme, Italy
Communication dans un congrès hal-04094093 v1
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Searching for Influential Nodes in Modular Networks

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
10th International Conference on Complex Systems (ICCS 2020), Jul 2020, Boston (Online), United States. pp.2
Communication dans un congrès hal-03059260 v1
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A backbone extraction method for complex weighted networks

Zakariya Ghalmane , Chantal Bonner Cherifi , Hocine Cherifi , Mohammed El Hassouni
Networks, Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques (MARAMI 2020), Oct 2020, Montpellier (Online), France. pp.4
Communication dans un congrès hal-03059146 v1
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A Community-Aware Backbone Extractor for Weighted Networks

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
9th International Conference on Complex Networks and Their Applications, Dec 2020, Mardrid (Online), Spain. p. 3
Communication dans un congrès hal-03059104 v1
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Finding Influential Nodes in Networks with Community Structure

Zakariya Ghalmane , Stephany Rajeh , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
Network Modeling, Learning and Analysis (NMLA), WorldCIST2020 Workshop, Apr 2020, Budva (Online), Montenegro. pp.3
Communication dans un congrès hal-03059116 v1

Interactions between overlapping nodes and hubs in complex networks with modular structure

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
Conference on Complex Systems (CCS), Dec 2020, Online, Greece. pp.1
Communication dans un congrès hal-03059164 v1

Localization of Hubs in Modular Networks

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
10th International Conference on Complex Systems (ICCS 2020), Jul 2020, Boston (Online), United States. pp.1
Communication dans un congrès hal-03059251 v1

k-Truss Decomposition for Modular Centrality

Zakariya Ghalmane , Mohammed El Hassouni , Chantal Cherifi , Hocine Cherifi
9th IEEE International Symposium on Signal, Image, Video and Communications (ISIVC 2018), Nov 2018, Rabat, Morocco
Communication dans un congrès hal-02007302 v1
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Influential Spreaders in Modular Networks

Zakariya Ghalmane , Mohammed El Hassouni , Chantal Cherifi , Hocine Cherifi
NetSci, Sep 2020, Rome (Online), Italy. pp.1
Poster de conférence hal-03059194 v1
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Influential Spreaders in Networks with Community Structure

Zakariya Ghalmane , Mohammed El Hassouni , Chantal Cherifi , Hocine Cherifi
International Conference on Complex Systems (ICCS), Jul 2020, Boston (Online), United States. pp.1
Poster de conférence hal-03059257 v1
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Localization of hubs in complex networks with overlapping modular structure

Zakariya Ghalmane , Chantal Cherifi , Hocine Cherifi , Mohammed El Hassouni
NetSci International School and Conference on Network Science, Sep 2020, Rome (Online), Italy. pp.1
Poster de conférence hal-03059191 v1