| A survey on federated learning: The journey from centralized to distributed on-site learning and beyond S AbdulRahman, H Tout, H Ould-Slimane, A Mourad, C Talhi, M Guizani IEEE Internet of Things Journal 8 (7), 5476-5497, 2020 | 277 | 2020 |
| Federated machine learning: Survey, multi-level classification, desirable criteria and future directions in communication and networking systems OA Wahab, A Mourad, H Otrok, T Taleb IEEE Communications Surveys & Tutorials 23 (2), 1342-1397, 2021 | 242 | 2021 |
| VANET QoS-OLSR: QoS-based clustering protocol for vehicular ad hoc networks OA Wahab, H Otrok, A Mourad Computer Communications 36 (13), 1422-1435, 2013 | 193 | 2013 |
| A survey on trust and reputation models for Web services: Single, composite, and communities OA Wahab, J Bentahar, H Otrok, A Mourad Decision Support Systems 74, 121-134, 2015 | 156 | 2015 |
| Internet of things intrusion detection: Centralized, on-device, or federated learning? SA Rahman, H Tout, C Talhi, A Mourad IEEE Network 34 (6), 310-317, 2020 | 143 | 2020 |
| Driver stress level detection using HRV analysis N Munla, M Khalil, A Shahin, A Mourad 2015 international conference on advances in biomedical engineering (ICABME …, 2015 | 127 | 2015 |
| CEAP: SVM-based intelligent detection model for clustered vehicular ad hoc networks OA Wahab, A Mourad, H Otrok, J Bentahar Expert Systems with Applications 50, 40-54, 2016 | 122 | 2016 |
| Critical impact of social networks infodemic on defeating coronavirus COVID-19 pandemic: Twitter-based study and research directions A Mourad, A Srour, H Harmanai, C Jenainati, M Arafeh IEEE Transactions on Network and Service Management 17 (4), 2145-2155, 2020 | 121 | 2020 |
| FedMCCS: Multicriteria client selection model for optimal IoT federated learning S AbdulRahman, H Tout, A Mourad, C Talhi IEEE Internet of Things Journal 8 (6), 4723-4735, 2020 | 118 | 2020 |
| Towards trustworthy multi-cloud services communities: A trust-based hedonic coalitional game OA Wahab, J Bentahar, H Otrok, A Mourad IEEE Transactions on Services Computing 11 (1), 184-201, 2016 | 104 | 2016 |
| A cooperative watchdog model based on Dempster–Shafer for detecting misbehaving vehicles OA Wahab, H Otrok, A Mourad Computer Communications 41, 43-54, 2014 | 102 | 2014 |
| Optimal load distribution for the detection of VM-based DDoS attacks in the cloud OA Wahab, J Bentahar, H Otrok, A Mourad IEEE transactions on services computing 13 (1), 114-129, 2017 | 94 | 2017 |
| AI, blockchain, and vehicular edge computing for smart and secure IoV: Challenges and directions A Hammoud, H Sami, A Mourad, H Otrok, R Mizouni, J Bentahar IEEE Internet of Things Magazine 3 (2), 68-73, 2020 | 85 | 2020 |
| Vehicular-OBUs-as-on-demand-fogs: resource and context aware deployment of containerized micro-services H Sami, A Mourad, W El-Hajj IEEE/ACM transactions on networking 28 (2), 778-790, 2020 | 68 | 2020 |
| Dynamic on-demand fog formation offering on-the-fly IoT service deployment H Sami, A Mourad IEEE Transactions on Network and Service Management 17 (2), 1026-1039, 2020 | 66 | 2020 |
| A novel ad-hoc mobile edge cloud offering security services through intelligent resource-aware offloading T Dbouk, A Mourad, H Otrok, H Tout, C Talhi IEEE Transactions on Network and Service Management 16 (4), 1665-1680, 2019 | 60 | 2019 |
| Security design patterns: Survey and evaluation MA Laverdiere, A Mourad, A Hanna, M Debbabi 2006 Canadian Conference on Electrical and Computer Engineering, 1605-1608, 2006 | 60 | 2006 |
| Resource-aware detection and defense system against multi-type attacks in the cloud: Repeated bayesian stackelberg game OA Wahab, J Bentahar, H Otrok, A Mourad IEEE Transactions on Dependable and Secure Computing 18 (2), 605-622, 2019 | 57 | 2019 |
| AI-based resource provisioning of IoE services in 6G: A deep reinforcement learning approach H Sami, H Otrok, J Bentahar, A Mourad IEEE Transactions on Network and Service Management 18 (3), 3527-3540, 2021 | 55 | 2021 |
| FoGMatch: an intelligent multi-criteria IoT-Fog scheduling approach using game theory S Arisdakessian, OA Wahab, A Mourad, H Otrok, N Kara IEEE/ACM Transactions on Networking 28 (4), 1779-1789, 2020 | 55 | 2020 |
Hadi OtrokProfessor, Khalifa University; Aff. Assoc. Prof, Concordia University; Aff. Assoc. Prof, ÉTS在 ku.ac.ae 的电子邮件经过验证
