Azzam Mourad

Azzam Mourad publications per year

Azzam Mourad publication distribution in Computer Science in 2027

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2027. The highlighted bar marks where Azzam Mourad sits on this spectrum.

Azzam Mourad D-index placement in Computer Science in 2027

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2027. The highlighted bar marks where Azzam Mourad sits on this spectrum.

Research.com Recognitions

• 2026 - Research.com Computer Science in Lebanon Leader Award

Best Publications

• A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond

  Sawsan Abdulrahman;Hanine Tout;Hakima Ould-Slimane;Azzam Mourad

  696
  Citations

• Federated Machine Learning: Survey, Multi-Level Classification, Desirable Criteria and Future Directions in Communication and Networking Systems

  Omar Abdel Wahab;Azzam Mourad;Hadi Otrok;Tarik Taleb

  455
  Citations

• Internet of Things intrusion Detection: Centralized, On-Device, or Federated Learning?

  Sawsan Abdul Rahman;Hanine Tout;Chamseddine Talhi;Azzam Mourad

  355
  Citations

• FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning

  Sawsan Abdulrahman;Hanine Tout;Azzam Mourad;Chamseddine Talhi

  278
  Citations

• VANET QoS-OLSR: QoS-based clustering protocol for Vehicular Ad hoc Networks

  Omar Abdel Wahab;Hadi Otrok;Azzam Mourad

  208
  Citations

• A Survey on IoT Intrusion Detection: Federated Learning, Game Theory, Social Psychology, and Explainable AI as Future Directions

  Unknown

  165
  Citations

• Driver stress level detection using HRV analysis

  Nermine Munla;Mohamad Khalil;Ahmad Shahin;Azzam Mourad

  157
  Citations

• A survey on trust and reputation models for Web services

  Omar Abdel Wahab;Jamal Bentahar;Hadi Otrok;Azzam Mourad

  149
  Citations

• AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions

  Ahmad Hammoud;Hani Sami;Azzam Mourad;Hadi Otrok

  134
  Citations

• Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud

  Omar Abdel Wahab;Jamal Bentahar;Hadi Otrok;Azzam Mourad

  130
  Citations

• CEAP: SVM-based intelligent detection model for clustered vehicular ad hoc networks

  Omar Abdel Wahab;Azzam Mourad;Hadi Otrok;Hadi Otrok;Jamal Bentahar

  127
  Citations

• Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game

  Omar Abdel Wahab;Jamal Bentahar;Hadi Otrok;Azzam Mourad

  124
  Citations

• A cooperative watchdog model based on Dempster-Shafer for detecting misbehaving vehicles

  Omar Abdel Wahab;Hadi Otrok;Azzam Mourad

  111
  Citations

• On Demand Fog Federations for Horizontal Federated Learning in IoV

  Unknown

  103
  Citations

• AI-Based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach

  Hani Sami;Hadi Otrok;Jamal Bentahar;Azzam Mourad

  103
  Citations

• Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection

  Azzam Mourad;Hanine Tout;Omar Abdel Wahab;Hadi Otrok

  96
  Citations

• Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement

  Hani Sami;Azzam Mourad;Hadi Otrok;Jamal Bentahar

  87
  Citations

• Vehicular-OBUs-As-On-Demand-Fogs: Resource and Context Aware Deployment of Containerized Micro-Services

  Hani Sami;Azzam Mourad;Wassim El-Hajj

  83
  Citations

• Dynamic On-Demand Fog Formation Offering On-the-Fly IoT Service Deployment

  Hani Sami;Azzam Mourad

  82
  Citations

• FoGMatch: An Intelligent Multi-Criteria IoT-Fog Scheduling Approach Using Game Theory

  Sarhad Arisdakessian;Omar Abdel Wahab;Azzam Mourad;Hadi Otrok

  80
  Citations