Zakaria Abou El Houda

Publications

Article dans une revue (10)

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
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 Briket 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
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
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
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
“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

Communication dans un congrès (10)

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
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
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 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

Thèse (1)

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

Pré-publication, Document de travail (1)

Blockchain Meets AMI: Towards Secure Advanced Metering Infrastructures Zakaria Abou El Houda,Abdelhakim Hafid,Lyes Khoukhi 2020 Pré-publication, Document de travail hal-02564712v1

Brevet (1)

Method for processing a data packet and associated device, switching equipment and computer program Zakaria Abou El Houda,Salaheddine Zerkane,David Espes,Cao-Thanh Phan France, Patent n° : WO2020020911A1. 2020 Brevet hal-03720399v1