Zakaria Abou El Houda

23
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Publications

Publications

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Split Federated Learning-Driven Resource-Efficient MEC Framework for UAV-Based Networks

Houda Hafi , Bouziane Brik , Zakaria Abou El Houda , Adlen Ksentini

IEEE Transactions on Network Science and Engineering, 2026, 13, pp.2923-2934. ⟨10.1109/TNSE.2025.3622688⟩

Article dans une revue hal-05425510v1
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An In-Depth Comparative Study of Quantum-Classical Encoding Methods for Network Intrusion Detection

Adam Kadi , Aymene Selamnia , Zakaria Abou El Houda , Hajar Moudoud , Bouziane Brik et al.

IEEE Open Journal of the Communications Society, 2025, 6, pp.1129-1148. ⟨10.1109/OJCOMS.2025.3537957⟩

Article dans une revue hal-05410731v1

Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing

Zakaria Abou El Houda , Hajar Moudoud , Bouziane Brik , Lyes Khoukhi

IEEE Transactions on Intelligent Transportation Systems, 2024, 25 (7), pp.7661-7672. ⟨10.1109/TITS.2024.3351699⟩

Article dans une revue hal-05410942v1

MiTFed: A Privacy Preserving Collaborative Network Attack Mitigation Framework Based on Federated Learning Using SDN and Blockchain

Zakaria Abou El Houda , Abdelhakim Senhaji Hafid , Lyes Khoukhi

IEEE Transactions on Network Science and Engineering, 2023, 10 (4), pp.1985-2001. ⟨10.1109/TNSE.2023.3237367⟩

Article dans une revue hal-04582997v1

When Collaborative Federated Learning Meets Blockchain to Preserve Privacy in Healthcare

Zakaria Abou El Houda , Abdelhakim Senhaji Hafid , Lyes Khoukhi , Bouziane Brik

IEEE Transactions on Network Science and Engineering, 2023, pp.1-11. ⟨10.1109/TNSE.2022.3211192⟩

Article dans une revue hal-03933398v1

Trust Management in Vehicular Ad-Hoc Networks: Extensive Survey

Houda Amari , Zakaria Abou El Houda , Lyes Khoukhi , Lamia Hadrich Belguith

IEEE Access, 2023, 11 (2), pp.47659-47680. ⟨10.1109/ACCESS.2023.3268991⟩

Article dans une revue hal-04582972v1

A Novel IoT-Based Explainable Deep Learning Framework for Intrusion Detection Systems

Zakaria Abou El Houda , Bouziane Brik , Sidi-Mohammed Senouci

IEEE Internet of Things Magazine, 2022, 5 (2), pp.20-23. ⟨10.1109/IOTM.005.2200028⟩

Article dans une revue hal-03977132v1

When Federated Learning Meets Game Theory: A Cooperative Framework to secure IIoT Applications on Edge Computing

Zakaria Abou El Houda , Bouziane Brik , Adlen Ksentini , Lyes Khoukhi , Mohsen Guizani

IEEE Transactions on Industrial Informatics, 2022, pp.1-1. ⟨10.1109/TII.2022.3170347⟩

Article dans une revue hal-03778237v1
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“Why Should I Trust Your IDS?”: An Explainable Deep Learning Framework for Intrusion Detection Systems in Internet of Things Networks

Zakaria Abou El Houda , Bouziane Brik , Lyes Khoukhi

IEEE Open Journal of the Communications Society, 2022, 3 (11), pp.1164-1176. ⟨10.1109/OJCOMS.2022.3188750⟩

Article dans une revue hal-03933393v1

Cochain-SC: An Intra- and Inter-Domain Ddos Mitigation Scheme Based on Blockchain Using SDN and Smart Contract

Zakaria Abou El Houda , Abdelhakim Senhaji Hafid , Lyes Khoukhi

IEEE Access, 2019, 7, pp.98893-98907. ⟨10.1109/ACCESS.2019.2930715⟩

Article dans une revue hal-03778435v1

An SDN-based Adaptive Ensemble Learning Framework for Intrusion Mitigation in Wireless Networks

Hajar Moudoud , Zakaria Abou El Houda , Lyes Khoukhi , Hussein Mouftah

ICC 2025 - IEEE International Conference on Communications, Jun 2025, Montreal, France. pp.554-559, ⟨10.1109/ICC52391.2025.11161745⟩

Communication dans un congrès hal-05410899v1

Towards a Secure and Scalable Access Control System Using Blockchain

Zakaria Abou El Houda , Jérémy Beaugeard , Quentin Sauvêtre , Lyes Khoukhi

2023 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), May 2023, Dubai, France. pp.1-8, ⟨10.1109/ICBC56567.2023.10174880⟩

Communication dans un congrès hal-04583072v1

Ensemble Learning for Intrusion Detection in SDN-Based Zero Touch Smart Grid Systems

Zakaria Abou El Houda , Bouziane Brik , Lyes Khoukhi

2022 IEEE 47th Conference on Local Computer Networks (LCN), Sep 2022, Edmonton, France. pp.149-156, ⟨10.1109/LCN53696.2022.9843645⟩

Communication dans un congrès hal-03778449v1

A Low-Latency Fog-based Framework to secure IoT Applications using Collaborative Federated Learning

Zakaria Abou El Houda , Lyes Khoukhi , Bouziane Brik

2022 IEEE 47th Conference on Local Computer Networks (LCN), Sep 2022, Edmonton, France. pp.343-346, ⟨10.1109/LCN53696.2022.9843315⟩

Communication dans un congrès hal-03778450v1

A Hierarchical Fog Computing Framework for Network Attack Detection in SDN

Zakaria Abou El Houda , Lyes Khoukhi

ICC 2022 - IEEE International Conference on Communications, May 2022, Seoul, South Korea. ⟨10.1109/ICC45855.2022.9838560⟩

Communication dans un congrès hal-03933404v1

Blockchain-based Reverse Auction for V2V charging in smart grid environment

Zakaria Abou El Houda , Abdelhakim Senhaji Hafid , Lyes Khoukhi

ICC 2021 - IEEE International Conference on Communications, Jun 2021, Montreal, Canada. pp.1-6, ⟨10.1109/ICC42927.2021.9500366⟩

Communication dans un congrès hal-03404251v1

A Novel Machine Learning Framework for Advanced Attack Detection using SDN

Zakaria Abou El Houda , Abdelhakim Senhaji Hafid , Lyes Khoukhi

GLOBECOM 2021 - 2021 IEEE Global Communications Conference, Dec 2021, Madrid, Spain. pp.1-6, ⟨10.1109/GLOBECOM46510.2021.9685643⟩

Communication dans un congrès hal-03559532v1

BrainChain -A Machine learning Approach for protecting Blockchain applications using SDN

Zakaria Abou El Houda , Abdelhakim Hafid , Lyes Khoukhi

IEEE 2020 International Conference on Communications, Jun 2020, Virtual Conference, Unknown Region. ⟨10.1109/ICC40277.2020.9148808⟩

Communication dans un congrès hal-02610794v1

Co-IoT: A Collaborative DDoS Mitigation Scheme in IoT Environment Based on Blockchain Using SDN

Zakaria Abou El Houda , Abdelhakim Hafid , Lyes Khoukhi

GLOBECOM 2019 - 2019 IEEE Global Communications Conference, Dec 2019, Waikoloa, United States. pp.1-6, ⟨10.1109/GLOBECOM38437.2019.9013542⟩

Communication dans un congrès hal-02498772v1

ChainSecure - A Scalable and Proactive Solution for Protecting Blockchain Applications Using SDN

Lyes Khoukhi , Abdelhakim Hafid , Zakaria Abou El Houda

GLOBECOM 2018 - 2018 IEEE Global Communications Conference, Dec 2018, Abu Dhabi, United Arab Emirates. pp.1-6, ⟨10.1109/GLOCOM.2018.8647279⟩

Communication dans un congrès hal-02272795v1
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Security Enforcement through Software Defined Networks (SDN)

Zakaria Abou El Houda

Networking and Internet Architecture [cs.NI]. Université de Technologie de Troyes; Université de Montréal (1878-..), 2021. English. ⟨NNT : 2021TROY0023⟩

Thèse tel-03810672v1