Zakariya GHALMANE
Publications
Publications
Integrating Centrality Measures in Federated Learning-Based Intrusion Detection Systems2025 IEEE Wireless Communications and Networking Conference (WCNC), Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978723⟩ |
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Graph-Based Learning for Multimodal Route Recommendation10th International Conference on Internet of Things, Big Data and Security, IoTBDS 2025, Apr 2025, Porto, France. pp.313-320, ⟨10.5220/0013356300003944⟩ |
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Enhancing IoT Network Intrusion Detection with a New GraphSAGE Embedding Algorithm Using Centrality Measures10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.329-336, ⟨10.5220/0013363000003944⟩ |
Generating Realistic Cyber Security Datasets for IoT Networks with Diverse Complex Network Properties10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.321-328, ⟨10.5220/0013359000003944⟩ |
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Intrusion Detection System for IoT Based on Complex Networks and Machine Learning2023 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⟩ |
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A stochastic approach for extracting community-based backbonesThe 11th International Conference on Complex Networks and their Applications, Nov 2022, Palerme, Italy |
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Community-based method for extracting backbonesThe International Conference on Complex Networks (CompleNet) 2022, May 2022, Online, France |
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Searching for Influential Nodes in Modular Networks10th International Conference on Complex Systems (ICCS 2020), Jul 2020, Boston (Online), United States. pp.2 |
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A backbone extraction method for complex weighted networksNetworks, Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques (MARAMI 2020), Oct 2020, Montpellier (Online), France. pp.4 |
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A Community-Aware Backbone Extractor for Weighted Networks9th International Conference on Complex Networks and Their Applications, Dec 2020, Mardrid (Online), Spain. p. 3 |
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Finding Influential Nodes in Networks with Community StructureNetwork Modeling, Learning and Analysis (NMLA), WorldCIST2020 Workshop, Apr 2020, Budva (Online), Montenegro. pp.3 |
Interactions between overlapping nodes and hubs in complex networks with modular structureConference on Complex Systems (CCS), Dec 2020, Online, Greece. pp.1 |
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Localization of Hubs in Modular Networks10th International Conference on Complex Systems (ICCS 2020), Jul 2020, Boston (Online), United States. pp.1 |
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Betweenness Centrality for Networks with Non-Overlapping Community Structure2018 IEEE Workshop on Complexity in Engineering (COMPENG), Oct 2018, Florence, France. pp.1-5, ⟨10.1109/CompEng.2018.8536229⟩ |
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k-Truss Decomposition for Modular Centrality9th IEEE International Symposium on Signal, Image, Video and Communications (ISIVC 2018), Nov 2018, Rabat, Morocco |
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Localization of hubs in complex networks with overlapping modular structureNetSci International School and Conference on Network Science, Sep 2020, Rome (Online), Italy. pp.1 |
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Influential Spreaders in Modular NetworksNetSci, Sep 2020, Rome (Online), Italy. pp.1 |
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Influential Spreaders in Networks with Community StructureInternational Conference on Complex Systems (ICCS), Jul 2020, Boston (Online), United States. pp.1 |