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Azzam Mourad

khalifa university

36H-index
225Paper Count
6.3KCitation Count
Published Papers 72
Publication Date
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Deep reinforcement learning for autonomous and continual network intrusion detection
errJournal of Information Security and Applications
IF3.7
err2026-08-11
err0
errOAAI
errHani Sami; Chamseddine Talhi; Hakima Ould-Slimane; Azzam Mourad; Hadi Otrok; Jamal Bentahar
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On-Demand Vehicular Service Deployment in 6G: A Collaborative Large-Small LM Architecture
errIEEE Vehicular Technology Magazine
IF7.2
err2026-05-07
err0
PREAI
errAmine Kidane Ghebreziabiher; Gordon Owusu Boateng; Daniel Ayepah-Mensah; Rabeb Mizouni; Azzam Mourad; Hadi Otrok; Jamal Bentahar; Sami Muhaidat
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AI-native cloud-edge orchestration for 6G metaverse networks: an LLM-guided multi-agent DRL approach
errComplex & Intelligent Systems
IF4.6
err2026-03-16
err0
errOAAI
errDaniel Ayepah-Mensah; Amine Kidane Ghebreziabiher; Gordon Owusu Boateng; Rabeb Mizouni; Azzam Mourad; Hadi Otrok; Jamal Bentahar
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A Two-Level Dirichlet Framework for Heterogeneous Federated Network
errIEEE Transactions on Network Science and Engineering
IF7.9
err2025-12-05
err0
PREAI
errSarhad Arisdakessian; Osama Wehbi; Omar Abdel Wahab; Azzam Mourad; Hadi Otrok; Mohsen Guizani
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Digital-twins and machine learning-assisted stable, energy-aware unmanned aerial and ground vehicles delivery in blockchain-enabled crowdsourcing framework
errFuture Generation Computer Systems
IF0
err2025-07-08
err0
PREAI
errFeruz Elmay; Maha Kadadha; Shakti Singh; Rabeb Mizouni; Hadi Otrok; Azzam Mourad
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errSave
Comprehensive review of reinforcement learning for medical ultrasound imaging
errArtificial Intelligence Review
IF13.9
err2025-06-23
err0
errOAAI
errHanae Elmekki; Saidul Islam; Ahmed Alagha; Hani Sami; Amanda Spilkin; Ehsan Zakeri; Antonela Mariel Zanuttini; Jamal Bentahar; Lyes Kadem; Wen-Fang Xie; Philippe Pibarot; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Azzam Mourad
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Predictive safe delivery with machine learning and digital twins collaboration for decentralized crowdsourced systems
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2025-05-23
err0
PREAI
errElmay, Feruz; Kadadha, Maha; Mizouni, Rabeb; Singh, Shakti; Mourad, Azzam
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errSave
Trust driven On-Demand scheme for client deployment in Federated Learning
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2025-03-01
err0
PREAI
errChahoud, Mario; Mourad, Azzam; Otrok, Hadi; Bentahar, Jamal; Guizani, Mohsen
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Federated Learning and Evolutionary Game Model for Fog Federation Formation
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-02-15
err0
PREAI
errYasser, Zyad; Hammoud, Ahmad; Mourad, Azzam; Otrok, Hadi; Dziong, Zbigniew; Guizani, Mohsen
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Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-02-01
err0
PREAI
errWehbi, Osama; Arisdakessian, Sarhad; Guizani, Mohsen; Wahab, Omar Abdel; Mourad, Azzam; Otrok, Hadi; Khzaimi, Hoda Al; Ouni, Bassem
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WFSL: Warmup-Based Federated Sequential Learning
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-01-15
err0
PREAI
errArafeh, Mohamad; Hammoud, Ahmad; Guizani, Mohsen; Mourad, Azzam; Otrok, Hadi; Ould-Slimane, Hakima; Dziong, Zbigniew; Wang, Chang-Dong; Wu, Di
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Projected Natural Gradient Method: Unveiling Low-Power Perturbation Vulnerabilities in Deep-Learning-Based Automatic Modulation Classification
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-11-15
err1
PREAI
errBen Nasr, Mohamed Chiheb; de Araujo-Filho, Paulo Freitas; Kaddoum, Georges; Mourad, Azzam
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CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2024-11-01
err0
errOAAI
errWazzeh, Mohamad; Arafeh, Mohamad; Sami, Hani; Ould-Slimane, Hakima; Talhi, Chamseddine; Mourad, Azzam; Otrok, Hadi
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Digital twins and dynamic NFTs for blockchain-based crowdsourced last-mile delivery
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2024-07-01
err2
PREAI
errElmay, Feruz; Kadadha, Maha; Mizouni, Rabeb; Singh, Shakti; Otrok, Hadi; Mourad, Azzam
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CRAS-FL: Clustered resource-aware scheme for federated learning in vehicular networks
errVEHICULAR COMMUNICATIONS
IF6.5
err2024-06-01
err0
PREAI
errAbdulrahman, Sawsan; Bouachir, Ouns; Otoum, Safa; Mourad, Azzam
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errSave
Crowdsourced vehicles and UAVs for last-mile delivery application using blockchain-hosted matching mechanism
errVEHICULAR COMMUNICATIONS
IF6.5
err2024-06-01
err4
PREAI
errKadadha, Maha; Mizouni, Rabeb; Singh, Shakti; Otrok, Hadi; Mourad, Azzam
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Vehicular Edge-Based Approach for Optimizing Urban Data Privacy
errIEEE SENSORS JOURNAL
IF4.5
err2024-03-01
err4
PREAI
errAlkhalidy, Muhsen; Taha, Mohammad Bany; Chowdhury, Rasel; Ould-Slimane, Hakima; Mourad, Azzam; Talhi, Chamseddine
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LearnChain: Transparent and cooperative reinforcement learning on Blockchain
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-01-01
err2
PREAI
errSami, Hani; Mizouni, Rabeb; Otrok, Hadi; Singh, Shakti; Bentahar, Jamal; Mourad, Azzam
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Optimizing CP-ABE Decryption in Urban VANETs: A Hybrid Reinforcement Learning and Differential Evolution Approach
errieee open journal of the industrial electronics society
IF6.1
err2024-01-01
err0
errOAAI
errAlkhalidy, Muhsen; Bany Taha, Mohammad; Chowdhury, Rasel; Talhi, Chamseddine; Ould-Slimane, Hakima; Mourad, Azzam
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Proactive and Intelligent Monitoring and Orchestration of Cloud-Native IP Multimedia Subsystem
errieee open journal of the industrial electronics society
IF6.1
err2024-01-01
err0
errOAAI
errChowdhury, Rasel; Talhi, Chamseddine; Ould-Slimane, Hakima; Mourad, Azzam
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Research Directions

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Co-authors
Cooperation Journals
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Philippe Pîbarot
H-index: 131 · Papers: 1.4K
M
Mohsen Guizani
H-index: 126 · Papers: 2.0K
T
Tarik Taleb
H-index: 74 · Papers: 583
G
Georges Kaddoum
H-index: 64 · Papers: 665
E
Ernesto Damiani
H-index: 58 · Papers: 1.2K
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