Zakaria Abou El Houda

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 30

Top Topics

Intrusion Detection

Reinforcement Learning

Reverse Auction

Top Venues

IEEE Internet Things Mag.

INFOCOM (Workshops)

Publications

Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik
Federated Deep Reinforcement Learning for Efficient Jamming Attack Mitigation in O-RAN. IEEE Trans. Veh. Technol. 73 (7) (2024)
Zakaria Abou El Houda, Diala Naboulsi, Georges Kaddoum
A Privacy-Preserving Collaborative Jamming Attacks Detection Framework Using Federated Learning. IEEE Internet Things J. 11 (7) (2024)
Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi
Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Zakaria Abou El Houda, Hajar Moudoud, Lyes Khoukhi
Blockchain Meets O-RAN: A Decentralized Zero-Trust Framework for Secure and Resilient O-RAN in 6G and Beyond. INFOCOM (Workshops) (2024)
Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini
Securing IIoT applications in 6G and beyond using adaptive ensemble learning and zero-touch multi-resource provisioning. Comput. Commun. 216 (2024)
Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
Reputation-Aware Scheduling for Secure Internet of Drones: A Federated Multi-Agent Deep Reinforcement Learning Approach. INFOCOM (Workshops) (2024)
Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, Bouziane Brik
When Collaborative Federated Learning Meets Blockchain to Preserve Privacy in Healthcare. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi
Securing Federated Learning through Blockchain and Explainable AI for Robust Intrusion Detection in IoT Networks. INFOCOM Workshops (2023)
Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi
A MEC-Based Architecture to Secure IoT Applications using Federated Deep Learning. IEEE Internet Things Mag. 6 (1) (2023)
Zakaria Abou El Houda, Bouziane Brik
Next-power: Next-generation framework for secure and sustainable energy trading in the metaverse. Ad Hoc Networks 149 (2023)
Zakaria Abou El Houda, Jérémy Beaugeard, Quentin Sauvêtre, Lyes Khoukhi
Towards a Secure and Scalable Access Control System Using Blockchain. ICBC (2023)
Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
MiTFed: A Privacy Preserving Collaborative Network Attack Mitigation Framework Based on Federated Learning Using SDN and Blockchain. IEEE Trans. Netw. Sci. Eng. 10 (4) (2023)
Houda Amari, Zakaria Abou El Houda, Lyes Khoukhi, Lamia Hadrich Belguith
Trust Management in Vehicular Ad-Hoc Networks: Extensive Survey. IEEE Access 11 (2023)
Zakaria Abou El Houda, Hajar Moudoud, Lyes Khoukhi
Secure and Efficient Federated Learning for Robust Intrusion Detection in IoT Networks. GLOBECOM (2023)
Zakaria Abou El Houda, Diala Nabousli, Georges Kaddoum
Advancing Security and Efficiency in Federated Learning Service Aggregation for Wireless Networks. PIMRC (2023)
Zakaria Abou El Houda, Bouziane Brik, Lyes Khoukhi
Ensemble Learning for Intrusion Detection in SDN-Based Zero Touch Smart Grid Systems. LCN (2022)
Zakaria Abou El Houda, Bouziane Brik, Lyes Khoukhi
"Why Should I Trust Your IDS?": An Explainable Deep Learning Framework for Intrusion Detection Systems in Internet of Things Networks. IEEE Open J. Commun. Soc. 3 (2022)
Zakaria Abou El Houda, Lyes Khoukhi
A Hierarchical Fog Computing Framework for Network Attack Detection in SDN. ICC (2022)
Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, Mohsen Guizani
When Federated Learning Meets Game Theory: A Cooperative Framework to Secure IIoT Applications on Edge Computing. IEEE Trans. Ind. Informatics 18 (11) (2022)
Zakaria Abou El Houda, Bouziane Brik, Sidi-Mohammed Senouci
A Novel IoT-Based Explainable Deep Learning Framework for Intrusion Detection Systems. IEEE Internet Things Mag. 5 (2) (2022)
Zakaria Abou El Houda, Diala Naboulsi, Georges Kaddoum
Cost-efficient Federated Reinforcement Learning- Based Network Routing for Wireless Networks. FNWF (2022)
Zakaria Abou El Houda, Lyes Khoukhi, Bouziane Brik
A Low-Latency Fog-based Framework to secure IoT Applications using Collaborative Federated Learning. LCN (2022)
Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
Blockchain-based Reverse Auction for V2V charging in smart grid environment. ICC (2021)
Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
A Novel Machine Learning Framework for Advanced Attack Detection using SDN. GLOBECOM (2021)
Zakaria Abou El Houda, Lyes Khoukhi, Abdelhakim Senhaji Hafid
Bringing Intelligence to Software Defined Networks: Mitigating DDoS Attacks. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Zakaria Abou El Houda, Abdelhakim Hafid, Lyes Khoukhi
BrainChain - A Machine learning Approach for protecting Blockchain applications using SDN. ICC (2020)
Zakaria Abou El Houda, Abdelhakim Hafid, Lyes Khoukhi
Blockchain Meets AMI: Towards Secure Advanced Metering Infrastructures. ICC (2020)
Zakaria Abou El Houda, Abdelhakim Hafid, Lyes Khoukhi
Co-IoT: A Collaborative DDoS Mitigation Scheme in IoT Environment Based on Blockchain Using SDN. GLOBECOM (2019)
Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
Cochain-SC: An Intra- and Inter-Domain Ddos Mitigation Scheme Based on Blockchain Using SDN and Smart Contract. IEEE Access 7 (2019)
Zakaria Abou El Houda, Lyes Khoukhi, Abdelhakim Hafid
ChainSecure - A Scalable and Proactive Solution for Protecting Blockchain Applications Using SDN. GLOBECOM (2018)