Zakariya GHALMANE

28
Documents

Publications

Publications

ADAP-GNN: Adaptive property-aware graph neural network for intrusion detection in IoT networks

Mortada Termos , Zakariya Ghalmane , Mohamed El Amine Brahmia , Ahmad Fadlallah , Ali Jaber et al.

Computers and Electrical Engineering, 2026, 133, pp.111051. ⟨10.1016/j.compeleceng.2026.111051⟩

Article dans une revue hal-05514287v1
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DRAGON: a dynamic risk-aware graph optimization network for adaptive building evacuation using Graph Convolutional Network and Q-Learning

Ilyass Abouelaziz , Zakariya Ghalmane

Multimedia Tools and Applications, 2026, 85 (3), pp.197. ⟨10.1007/s11042-026-21400-9⟩

Article dans une revue hal-05530652v1

Graph-based federated learning approach for intrusion detection in IoT networks

Fouad Al Tfaily , Zakariya Ghalmane , Mohamed El Amine Brahmia , Hussein Hazimeh , Ali Jaber et al.

Scientific Reports, 2025, 15 (1), pp.41264. ⟨10.1038/s41598-025-25175-1⟩

Article dans une revue hal-05377249v1

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-04572104v1
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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-04094168v1

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-03059093v1

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-02905614v1
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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-02377044v1
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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-02377136v1
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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-02376593v1

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-05072659v1
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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-05038649v1
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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-05032710v1

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-05032706v1

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-04383482v1
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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-04094093v1
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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-04107962v1
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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-03059260v1
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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-03059146v1
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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-03059104v1
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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-03059116v1

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-03059164v1

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-03059251v1

Betweenness Centrality for Networks with Non-Overlapping Community Structure

Zakariya Ghalmane , Mohammed El Hassouni , Hocine Cherifi

2018 IEEE Workshop on Complexity in Engineering (COMPENG), Oct 2018, Florence, France. pp.1-5, ⟨10.1109/CompEng.2018.8536229⟩

Communication dans un congrès hal-02424039v1

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-02007302v1
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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-03059191v1
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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-03059194v1
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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-03059257v1