| 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 | 705 | 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 | 491 | 2021 |
| 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 | 361 | 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 | 279 | 2020 |
| 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 | 218 | 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 | 173 | 2015 |
| 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 | 166 | 2020 |
| 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 | 156 | 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 | 153 | 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 | 145 | 2016 |
| A survey on IoT intrusion detection: Federated learning, game theory, social psychology, and explainable AI as future directions S Arisdakessian, OA Wahab, A Mourad, H Otrok, M Guizani IEEE Internet of Things Journal 10 (5), 4059-4092, 2022 | 142 | 2022 |
| 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 | 134 | 2017 |
| Perception, performance, and detectability of conversational artificial intelligence across 32 university courses H Ibrahim, F Liu, R Asim, B Battu, S Benabderrahmane, B Alhafni, ... Scientific Reports 13 (1), 12187, 2023 | 124 | 2023 |
| 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 | 124 | 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 | 116 | 2014 |
| Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection A Mourad, H Tout, OA Wahab, H Otrok, T Dbouk IEEE Internet of Things Journal 8 (2), 829-843, 2020 | 107 | 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 | 104 | 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 | 101 | 2020 |
| On demand fog federations for horizontal federated learning in IoV A Hammoud, H Otrok, A Mourad, Z Dziong IEEE Transactions on Network and Service Management 19 (3), 3062-3075, 2022 | 100 | 2022 |
| 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 | 95 | 2021 |
Hadi OtrokChair and Professor Computer Science, Khalifa UniversityEmail verificata su ku.ac.ae
