Hadi Otrok - RankMe

263 papers A 4B 33C 4Misc 1Journal 196Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions. IEEE Commun. Surv. Tutorials Gordon Owusu Boateng, Hani Sami, Ahmed Alagha, Hanae Elmekki, Ahmad Hammoud, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat, Chamseddine Talhi, Zbigniew Dziong, Mohsen Guizani
2026	J	`jnl`	A Two-Level Dirichlet Framework for Heterogeneous Federated Network. IEEE Trans. Netw. Sci. Eng. Sarhad Arisdakessian, Osama Wehbi, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Mohsen Guizani
2026	J	`jnl`	A two-sided client-server matching mechanism for resilient Federated Learning. J. Netw. Comput. Appl. Sani Umar, Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2026	J	`jnl`	AtlasPatch: Efficient Tissue Detection and High-throughput Patch Extraction for Computational Pathology at Scale. CoRR Ahmed Alagha, Christopher Leclerc, Yousef Kotp, Omar Metwally, Calvin Moras, Peter Rentopoulos, Ghodsiyeh Rostami, Bich Ngoc Nguyen, Jumanah Baig, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar, Mahdi S. Hosseini
2026	J	`jnl`	Digital Twins Paradigm: A Systematic Review from the Reinforcement Learning Perspective. ACM Comput. Surv. Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Ernesto Damiani
2026	J	`jnl`	Digital-twins and machine learning-assisted stable, energy-aware unmanned aerial and ground vehicles delivery in blockchain-enabled crowdsourcing framework. Future Gener. Comput. Syst. Feruz K. Elmay, Maha Kadadha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Azzam Mourad
2026	J	`jnl`	FL-PBM: Pre-Training Backdoor Mitigation for Federated Learning. CoRR Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2026	J	`jnl`	From Connectivity to Multi-Orbit Intelligence: Space-Based Data Center Architectures for 6G and Beyond. CoRR Shimaa Naser, Maryam Tariq, Raneem Abdelrahim, De Mi, Azzam Mourad, Hadi Otrok, Mahmoud Al-Qutayri, Ayman Elnashar, Sami Muhaidat
2026	J	`jnl`	GroupCharge: A Blockchain-Based Coalition and Auction Framework for Mobile EV Charging. IEEE Trans. Intell. Transp. Syst. Zainab Husain, Rabeb Mizouni, Tarek H. M. El-Fouly, Shakti Singh, Hadi Otrok
2026	J	`jnl`	Mitigating Backdoor Attacks in Federated Learning Using PPA and MiniMax Game Theory. CoRR Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Anderson R. Avila, Azzam Mourad, Hadi Otrok
2026	J	`jnl`	Reinforcement learning and the Metaverse: a symbiotic collaboration. Artif. Intell. Rev. Nada Elsokkary, Wasif Khan, Mohammed Shurrab, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Azzam Mourad, Hadi Otrok
2026	J	`jnl`	Towards Vox Populi in Federated Learning: A Fair and Inclusive Client Selection Framework. IEEE Trans. Artif. Intell. Sarhad Arisdakessian, Osama Wehbi, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok
2025	B	`conf`	A RAG-Assisted DRL Framework for Microservices Deployment in 6G Vehicular Networks. WiMob Daniel Ayepah-Mensah, Amine Kidane Ghebreziabiher, Gordon Owusu Boateng, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat
2025	J	`jnl`	Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer. CoRR Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025	J	`jnl`	Adaptive target localization under uncertainty using Multi-Agent Deep Reinforcement Learning with knowledge transfer. Internet Things Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025	B	`conf`	Anchor Node-Based Trust Management for Reliable Data Fusion in Crowdsensing. IWCMC Sani Umar, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Jamal Bentahar
2025	J	`jnl`	Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning. CoRR Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni
2025	J	`jnl`	Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service. CoRR Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
2025	J	`jnl`	CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning. CoRR Hanae Elmekki, Ahmed Alagha, Hani Sami, Amanda Spilkin, Antonela Zanuttini, Ehsan Zakeri, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025	J	`jnl`	CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning. Comput. Biol. Medicine Hanae Elmekki, Ahmed Alagha, Hani Sami, Amanda Spilkin, Antonela Zanuttini, Ehsan Zakeri, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025	J	`jnl`	Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging. CoRR Hanae Elmekki, Saidul Islam, Ahmed Alagha, Hani Sami, Amanda Spilkin, Ehsan Zakeri, Antonela Zanuttini, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025	J	`jnl`	Comprehensive review of reinforcement learning for medical ultrasound imaging. Artif. Intell. Rev. Hanae 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
2025	J	`jnl`	Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery. Inf. Process. Manag. Esraa Odeh, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2025	J	`jnl`	Dynamic Split Federated Learning for resource-constrained IoT systems. Comput. Commun. Mohamad Wazzeh, Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Chamseddine Talhi, Zbigniew Dziong, Changdong Wang, Mohsen Guizani
2025	J	`jnl`	Efficient privacy-preserving ML for IoT: Cluster-based split federated learning scheme for non-IID data. J. Netw. Comput. Appl. Mohamad Arafeh, Mohamad Wazzeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
2025	J	`jnl`	End-to-End Framework Integrating Generative AI and Deep Reinforcement Learning for Autonomous Ultrasound Scanning. CoRR Hanae Elmekki, Amanda Spilkin, Ehsan Zakeri, Antonela Mariel Zanuttini, Ahmed Alagha, Hani Sami, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Azzam Mourad, Sami Muhaidat
2025	J	`jnl`	Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities. IEEE Internet Things J. Osama Wehbi, Sarhad Arisdakessian, Mohsen Guizani, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Hoda Alkhzaimi, Bassem Ouni
2025	J	`jnl`	Federated Learning and Evolutionary Game Model for Fog Federation Formation. IEEE Internet Things J. Zyad Yasser, Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Zbigniew Dziong, Mohsen Guizani
2025	J	`jnl`	Influence- and Interest-based Worker Recruitment in Crowdsourcing using Online Social Networks. CoRR Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2025	J	`jnl`	MeshChain: A comprehensive blockchain-based framework for mesh networks. Ad Hoc Networks Huda Abualola, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2025	B	`conf`	Multi-Agent Deep Reinforcement Learning for Resource Management in On-Demand Environments. IWCMC Mario Chahoud, Hani Sami, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Chamseddine Talhi
2025	J	`jnl`	On-Demand Model and Client Deployment in Federated Learning With Deep Reinforcement Learning. IEEE Internet Things J. Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2025	J	`jnl`	Poisoning Behavioral-based Worker Selection in Mobile Crowdsensing using Generative Adversarial Networks. CoRR Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar
2025	J	`jnl`	Poisoning behavioral-based worker selection in mobile crowdsensing using generative adversarial networks. J. Netw. Comput. Appl. Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar
2025	J	`jnl`	Predictive safe delivery with machine learning and digital twins collaboration for decentralized crowdsourced systems. J. Netw. Comput. Appl. Feruz K. Elmay, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Azzam Mourad, Hadi Otrok
2025	J	`jnl`	Reliable Crowdsourced Last Mile Delivery: Blockchain-Enabled Framework With Feedback. IEEE Trans. Intell. Transp. Syst. Esraa Odeh, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Jamal Bentahar
2025	J	`jnl`	Reward shaping in DRL: A novel framework for adaptive resource management in dynamic environments. Inf. Sci. Mario Chahoud, Hani Sami, Rabeb Mizouni, Jamal Bentahar, Azzam Mourad, Hadi Otrok, Chamseddine Talhi
2025	—	`conf`	Towards On-Demand Metaverse Service Deployment in 6G Vehicular Networks Using Multimodal LLMs. INFOCOM WKSHPS Gordon Owusu Boateng, Amine Kidane Ghebreziabiher, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat
2025	J	`jnl`	Trust driven On-Demand scheme for client deployment in Federated Learning. Inf. Process. Manag. Mario Chahoud, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2025	J	`jnl`	UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain. CoRR Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025	J	`jnl`	UAV-assisted Internet of vehicles: A framework empowered by reinforcement learning and Blockchain. Veh. Commun. Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025	J	`jnl`	WFSL: Warmup-Based Federated Sequential Learning. IEEE Internet Things J. Mohamad Arafeh, Ahmad Hammoud, Mohsen Guizani, Azzam Mourad, Hadi Otrok, Hakima Ould-Slimane, Zbigniew Dziong, Chang-Dong Wang, Di Wu
2024	J	`jnl`	A Combinatory AC and DC Charging Approach for Electric Vehicles. IEEE Trans. Intell. Transp. Syst. Baktharahalli Shantaveerappa Umesh, Vinod Khadkikar, Hatem H. Zeineldin, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Akshay Kumar Rathore
2024	J	`jnl`	A Comprehensive Operational Framework for Dispatching Mobile EV Charging Station. IEEE Trans. Intell. Transp. Syst. Ganivada Phanindra Kumar, Rabeb Mizouni, Tarek H. M. El-Fouly, Shakti Singh, Hadi Otrok
2024	J	`jnl`	A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions. CoRR Gordon Owusu Boateng, Hani Sami, Ahmed Alagha, Hanae Elmekki, Ahmad Hammoud, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat, Chamseddine Talhi, Zbigniew Dziong, Mohsen Guizani
2024	J	`jnl`	Blockchain based crowdsourcing framework for Vehicle-to-Vehicle charging. J. Netw. Comput. Appl. Youssef Ibrahim, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Vinod Khadkikar, Hatem H. Zeineldin
2024	J	`jnl`	Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning. IEEE Internet Things J. Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni
2024	J	`jnl`	Blockchain-based crowdsourced deep reinforcement learning as a service. Inf. Sci. Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
2024	J	`jnl`	CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication. CoRR Mohamad Wazzeh, Mohamad Arafeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
2024	J	`jnl`	CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication. J. Netw. Comput. Appl. Mohamad Wazzeh, Mohamad Arafeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
2024	J	`jnl`	Collaborative Crowdsourced Vehicles for Last-Mile Delivery Application Using Hedonic Cooperative Games. IEEE Access Nada Elsokkary, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Hassan R. Barada
2024	J	`jnl`	Crowdsourced vehicles and UAVs for last-mile delivery application using blockchain-hosted matching mechanism. Veh. Commun. Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
2024	J	`jnl`	Digital twins and dynamic NFTs for blockchain-based crowdsourced last-mile delivery. Inf. Process. Manag. Feruz K. Elmay, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
2024	J	`jnl`	Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities. CoRR Osama Wehbi, Sarhad Arisdakessian, Mohsen Guizani, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Hoda Alkhzaimi, Bassem Ouni
2024	J	`jnl`	Explainable AI for Event and Anomaly Detection and Classification in Healthcare Monitoring Systems. IEEE Internet Things J. Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024	J	`jnl`	Feature engineering and deep learning-based approach for event detection in Medical Internet of Things (MIoT). Internet Things Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024	J	`jnl`	Federated Learning and Evolutionary Game Model for Fog Federation Formation. CoRR Zyad Yasser, Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Zbigniew Dziong, Mohsen Guizani
2024	J	`jnl`	Gaussian process-based online sensor selection for source localization. Internet Things Obadah Habash, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2024	J	`jnl`	LearnChain: Transparent and cooperative reinforcement learning on Blockchain. Future Gener. Comput. Syst. Hani Sami, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Jamal Bentahar, Azzam Mourad
2024	J	`jnl`	Multiple Source Localization in IoT: A Conditional GAN and Image-Processing-Based Framework. IEEE Internet Things J. Obadah Habash, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024	J	`jnl`	On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning. CoRR Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2024	J	`jnl`	Overcoming cold start and sensor bias: A deep learning-based framework for IoT-enabled monitoring applications. J. Netw. Comput. Appl. Mohammed Shurrab, Dunia Amin J. Mahboobeh, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2024	B	`conf`	Resource-Aware Split Federated Learning for Fall Detection in the Metaverse. WiMob Mohamad Wazzeh, Ahmad Hammoud, Mohsen Guizani, Azzam Mourad, Hadi Otrok, Chamseddine Talhi, Zbigniew Dziong, Chang-Dong Wang
2024	J	`jnl`	Systematic survey on artificial intelligence based mobile crowd sensing and sourcing solutions: Applications and security challenges. Ad Hoc Networks Ruba Nasser, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2024	J	`jnl`	TRACE: Transformer-based continuous tracking framework using IoT and MCS. J. Netw. Comput. Appl. Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024	J	`jnl`	The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. IEEE Commun. Surv. Tutorials Hani Sami, Ahmad Hammoud, Mohamad Arafeh, Mohamad Wazzeh, Sarhad Arisdakessian, Mario Chahoud, Osama Wehbi, Mohamad Ajaj, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi, Zbigniew Dziong, Ernesto Damiani, Mohsen Guizani
2024	J	`jnl`	Trust Driven On-Demand Scheme for Client Deployment in Federated Learning. CoRR Mario Chahoud, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2023	J	`jnl`	A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations. IEEE Trans. Serv. Comput. Ahmad Hammoud, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad, Zbigniew Dziong
2023	J	`jnl`	A Survey on Explainable Artificial Intelligence for Cybersecurity. IEEE Trans. Netw. Serv. Manag. Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad
2023	J	`jnl`	A Survey on Explainable Artificial Intelligence for Network Cybersecurity. CoRR Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad
2023	J	`jnl`	A Survey on IoT Intrusion Detection: Federated Learning, Game Theory, Social Psychology, and Explainable AI as Future Directions. IEEE Internet Things J. Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Mohsen Guizani
2023	J	`jnl`	A deep learning framework for target localization in error-prone environment. Internet Things Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2023	J	`jnl`	A machine learning-based framework for user recruitment in continuous mobile crowdsensing. Ad Hoc Networks Ruba Nasser, Zeina Aboulhosn, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2023	J	`jnl`	A matching game-based crowdsourcing framework for last-mile delivery: Ground-vehicles and Unmanned-Aerial Vehicles. J. Netw. Comput. Appl. Huda Abualola, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Hassan R. Barada
2023	J	`jnl`	A predictive target tracking framework for IoT using CNN-LSTM. Internet Things Lana Alhaj Hussain, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Ernesto Damiani
2023	J	`jnl`	A reinforcement learning model for the reliability of blockchain oracles. Expert Syst. Appl. Mona Taghavi, Jamal Bentahar, Hadi Otrok, Kaveh Bakhtiyari
2023	B	`conf`	Blockchain-based Reputation Management Framework for Crowdsourced Last-mile Delivery. IWCMC Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
2023	J	`jnl`	Blockcheck: A consortium blockchain-based conformance checking framework for business processes. Internet Things Ahmed Talal Suliman, Maha Kadadha, Rabeb Mizouni, Hadi Otrok, Ernesto Damiani, Mahmoud Al-Qutayri
2023	J	`jnl`	Coalitional Federated Learning: Improving Communication and Training on Non-IID Data With Selfish Clients. IEEE Trans. Serv. Comput. Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok
2023	J	`jnl`	Crowdsourced last mile delivery: Collaborative workforce assignment. Internet Things Nada Elsokkary, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Hassan R. Barada, Mohammed Omar
2023	J	`jnl`	Data independent warmup scheme for non-IID federated learning. Inf. Sci. Mohamad Arafeh, Hakima Ould-Slimane, Hadi Otrok, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani
2023	J	`jnl`	Deep reinforcement learning for the computation offloading in MIMO-based Edge Computing. Ad Hoc Networks Abdeladim Sadiki, Jamal Bentahar, Rachida Dssouli, Abdeslam En-Nouaary, Hadi Otrok
2023	J	`jnl`	Dynamic Fog Federation Scheme for Internet of Vehicles. IEEE Trans. Netw. Serv. Manag. Ahmad Hammoud, Maria Kantardjian, Amir Najjar, Azzam Mourad, Hadi Otrok, Zbigniew Dziong, Nadra Guizani
2023	J	`jnl`	FedMint: Intelligent Bilateral Client Selection in Federated Learning With Newcomer IoT Devices. IEEE Internet Things J. Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
2023	J	`jnl`	Guest Editorial: Special Section on the Latest Developments in Federated Learning for the Management of Networked Systems and Resources. IEEE Trans. Netw. Serv. Manag. Azzam Mourad, Hadi Otrok, Ernesto Damiani, Mérouane Debbah, Nadra Guizani, Shiqiang Wang, Guangjie Han, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi
2023	J	`jnl`	Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks. IEEE Trans. Netw. Serv. Manag. Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2023	J	`jnl`	ModularFed: Leveraging modularity in federated learning frameworks. Internet Things Mohamad Arafeh, Hadi Otrok, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani
2023	J	`jnl`	Multiagent Deep Reinforcement Learning With Demonstration Cloning for Target Localization. IEEE Internet Things J. Ahmed Alagha, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok, Shakti Singh
2023	J	`jnl`	On-Demand-FL: A Dynamic and Efficient Multicriteria Federated Learning Client Deployment Scheme. IEEE Internet Things J. Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2023	J	`jnl`	Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management. IEEE Trans. Netw. Serv. Manag. Hani Sami, Reem Saado, Ahmad El Saoudi, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2023	B	`conf`	QoS-OLSR 2.0: A Quality-of-Service Optimized Link State Routing protocol for Mesh Networks. IWCMC Huda Abualola, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Michael Baddeley, Francis Betene, Jean-Pierre Giacalone
2023	J	`jnl`	Reinforcement Learning Framework for Server Placement and Workload Allocation in Multiaccess Edge Computing. IEEE Internet Things J. Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2023	J	`jnl`	Reinforcement learning framework for UAV-based target localization applications. Internet Things Mohammed Shurrab, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2023	J	`jnl`	Reward shaping using convolutional neural network. Inf. Sci. Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
2023	J	`jnl`	The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. CoRR Hani Sami, Ahmad Hammoud, Mohamad Arafeh, Mohamad Wazzeh, Sarhad Arisdakessian, Mario Chahoud, Osama Wehbi, Mohamad Ajaj, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi, Zbigniew Dziong, Ernesto Damiani, Mohsen Guizani
2023	Misc	`conf`	Towards Instant Clustering Approach for Federated Learning Client Selection. ICNC Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok
2023	B	`conf`	Towards Mutual Trust-Based Matching For Federated Learning Client Selection. IWCMC Osama Wehbi, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Hoda Alkhzaimi, Mohsen Guizani
2023	B	`conf`	Towards On-Demand Deployment of Multiple Clients and Heterogeneous Models in Federated Learning. IWCMC Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2023	B	`conf`	Towards Stable Federated Fog Formation Using Federated Learning and Evolutionary Game Theory. GLOBECOM Zyad Yasser, Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Zbigniew Dziong, Mohsen Guizani
2023	—	`conf`	Towards Trust Driven On-Demand Client Deployment in Federated Learning. INFOCOM Workshops Mario Chahoud, Azzam Mourad, Hadi Otrok, Mohsen Guizani
2022	J	`jnl`	A Biometrics-Based Behavioral Trust Framework for Continuous Mobile Crowd Sensing Recruitment. IEEE Access Ruba Nasser, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Menatalla Abououf, Maha Kadadha
2022	B	`conf`	A Cluster-based Quality-of-Service Optimized Link State Routing protocol for Mesh Networks. IWCMC Maha Kadadha, Huda Abualola, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Francis Betene, Jean-Pierre Giacalone
2022	J	`jnl`	A Context-Aware Blockchain-Based Crowdsourcing Framework: Open Challenges and Opportunities. IEEE Access Maha Kadadha, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2022	J	`jnl`	A Stable Matching Game for V2V Energy Sharing-A User Satisfaction Framework. IEEE Trans. Intell. Transp. Syst. Mohammed Shurrab, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Vinod Khadkikar, Hatem H. Zeineldin
2022	J	`jnl`	A V2V charging allocation protocol for electric vehicles in VANET. Veh. Commun. Huda Abualola, Hadi Otrok, Rabeb Mizouni, Shakti Singh
2022	J	`jnl`	An Efficient Vehicle-to-Vehicle (V2V) Energy Sharing Framework. IEEE Internet Things J. Mohammed Shurrab, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Vinod Khadkikar, Hatem H. Zeineldin
2022	—	`conf`	Data-Driven Federated Autonomous Driving. MobiWIS Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Zbigniew Dziong
2022	J	`jnl`	Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement. IEEE Trans. Serv. Comput. Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2022	J	`jnl`	Direct Electric Vehicle to Vehicle (V2V) Power Transfer Using On-Board Drivetrain and Motor Windings. IEEE Trans. Ind. Electron. Baktharahalli Shantaveerappa Umesh, Vinod Khadkikar, Hatem H. Zeineldin, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2022	J	`jnl`	FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices. CoRR Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
2022	J	`jnl`	Graph convolutional recurrent networks for reward shaping in reinforcement learning. Inf. Sci. Hani Sami, Jamal Bentahar, Azzam Mourad, Hadi Otrok, Ernesto Damiani
2022	J	`jnl`	Hash-Comb: A Hierarchical Distance-Preserving Multi-Hash Data Representation for Collaborative Analytics. IEEE Access Abdelrahman AlMahmoud, Ernesto Damiani, Hadi Otrok
2022	B	`conf`	Independent and Identically Distributed (IID) Data Assessment in Federated Learning. GLOBECOM Mohamad Arafeh, Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Chamseddine Talhi, Zbigniew Dziong
2022	J	`jnl`	IoT Sensor Selection for Target Localization: A Reinforcement Learning based Approach. Ad Hoc Networks Mohammed Shurrab, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2022	J	`jnl`	Machine Learning in Mobile Crowd Sourcing: A Behavior-Based Recruitment Model. ACM Trans. Internet Techn. Menatalla Abououf, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Ernesto Damiani
2022	J	`jnl`	ModularFed: Leveraging Modularity in Federated Learning Frameworks. CoRR Mohamad Arafeh, Hadi Otrok, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani
2022	J	`jnl`	ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme. CoRR Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2022	J	`jnl`	On Demand Fog Federations for Horizontal Federated Learning in IoV. IEEE Trans. Netw. Serv. Manag. Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Zbigniew Dziong
2022	J	`jnl`	On-chain behavior prediction Machine Learning model for blockchain-based crowdsourcing. Future Gener. Comput. Syst. Maha Kadadha, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
2022	B	`conf`	PackChain: Toward a Blockchain-based Management Platform for Last-mile Delivery. IWCMC Soufiane El Moudaa, Youssef Ibrahim, Maha Kadadha, Rabeb Mizouni, Hadi Otrok, Shakti Singh
2022	J	`jnl`	Reinforcement Learning Framework for Server Placement and Workload Allocation in Multi-Access Edge Computing. CoRR Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2022	J	`jnl`	Reward Shaping Using Convolutional Neural Network. CoRR Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
2022	J	`jnl`	Self-Supervised Online and Lightweight Anomaly and Event Detection for IoT Devices. IEEE Internet Things J. Menatalla Abououf, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Ernesto Damiani
2022	J	`jnl`	Smart-3DM: Data-driven decision making using smart edge computing in hetero-crowdsensing environment. Future Gener. Comput. Syst. Hanane Lamaazi, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Ernesto Damiani
2022	J	`jnl`	Target localization using Multi-Agent Deep Reinforcement Learning with Proximal Policy Optimization. Future Gener. Comput. Syst. Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok
2022	B	`conf`	Towards Bilateral Client Selection in Federated Learning Using Matching Game Theory. GLOBECOM Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad
2022	J	`jnl`	Trust-3DM: Trustworthiness-Based Data-Driven Decision-Making Framework Using Smart Edge Computing for Continuous Sensing. IEEE Access Hanane Lamaazi, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Ernesto Damiani
2021	J	`jnl`	A Crowd-Based Efficient Fault-Proof Localization System for IoT and MCS. IEEE Access Adarsh Ghimire, Selina Shrestha, Hadi Otrok
2021	J	`jnl`	A Novel Federated Fog Architecture Embedding Intelligent Formation. IEEE Netw. Hala Shamseddine, Jana Nizam, Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Haidar Harmanani, Zbigniew Dziong
2021	J	`jnl`	A blockchain-enabled relay selection for QoS-OLSR in urban VANET: A Stackelberg game model. Ad Hoc Networks Maha Kadadha, Hadi Otrok
2021	J	`jnl`	AI-Based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad
2021	J	`jnl`	Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection. IEEE Internet Things J. Azzam Mourad, Hanine Tout, Omar Abdel Wahab, Hadi Otrok, Toufic Dbouk
2021	J	`jnl`	Federated Machine Learning: Survey, Multi-Level Classification, Desirable Criteria and Future Directions in Communication and Networking Systems. IEEE Commun. Surv. Tutorials Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Tarik Taleb
2021	J	`jnl`	How Artificial Intelligence and Mobile Crowd Sourcing are Inextricably Intertwined. IEEE Netw. Menatalla Abououf, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Ernesto Damiani
2021	J	`jnl`	Matching game theoretical model for stable relay selection in a UAV-assisted internet of vehicles. Veh. Commun. Huda Abualola, Hadi Otrok, Hassan R. Barada, Mahmoud Al-Qutayri, Yousof Al-Hammadi
2021	J	`jnl`	Resource-Aware Detection and Defense System against Multi-Type Attacks in the Cloud: Repeated Bayesian Stackelberg Game. IEEE Trans. Dependable Secur. Comput. Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2021	J	`jnl`	SDRS: A stable data-based recruitment system in IoT crowdsensing for localization tasks. J. Netw. Comput. Appl. Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
2021	J	`jnl`	Stable coalitions for urban-VANET: A hedonic game approach. Veh. Commun. Huda Abualola, Hadi Otrok
2021	J	`jnl`	Stable federated fog formation: An evolutionary game theoretical approach. Future Gener. Comput. Syst. Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Zbigniew Dziong
2021	J	`jnl`	Task coalition formation for Mobile CrowdSensing based on workers' routes preferences. Veh. Commun. Rebeca Estrada, Rabeb Mizouni, Hadi Otrok, Azzam Mourad
2021	J	`jnl`	Two-sided preferences task matching mechanisms for blockchain-based crowdsourcing. J. Netw. Comput. Appl. Maha Kadadha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Anis Ouali
2020	J	`jnl`	A Blockchain-Based Model for Cloud Service Quality Monitoring. IEEE Trans. Serv. Comput. Mona Taghavi, Jamal Bentahar, Hadi Otrok, Kaveh Bakhtiyari
2020	J	`jnl`	A Crowd-Sensing Framework for Allocation of Time-Constrained and Location-Based Tasks. IEEE Trans. Serv. Comput. Rebeca Estrada, Rabeb Mizouni, Hadi Otrok, Anis Ouali, Jamal Bentahar
2020	J	`jnl`	A Misbehaving-Proof Game Theoretical Selection Approach for Mobile Crowd Sourcing. IEEE Access Menatalla Abououf, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Anis Ouali
2020	J	`jnl`	A Mobile Edge-Based CrowdSensing Framework for Heterogeneous IoT. IEEE Access Hanane Lamaazi, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2020	J	`jnl`	A two-level solution to fight against dishonest opinions in recommendation-based trust systems. CoRR Omar Abdel Wahab, Jamal Bentahar, Robin Cohen, Hadi Otrok, Azzam Mourad
2020	J	`jnl`	AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions. IEEE Internet Things Mag. Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabeb Mizouni, Jamal Bentahar
2020	J	`jnl`	An endorsement-based trust bootstrapping approach for newcomer cloud services. Inf. Sci. Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok, Azzam Mourad, Gaith Rjoub
2020	J	`jnl`	Cloud federation formation using genetic and evolutionary game theoretical models. Future Gener. Comput. Syst. Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Haidar Harmanani
2020	J	`jnl`	Dynamic formation of service communities in the cloud under distribution and incomplete information settings. Concurr. Comput. Pract. Exp. Ehsan Khosrowshahi Asl, Jamal Bentahar, Rebeca Estrada, Hadi Otrok, Rabeb Mizouni, Babak Khosravifar
2020	J	`jnl`	Evolutionary game theoretical model for stable femtocells' clusters formation in HetNets. Comput. Commun. Katty Rohoden, Rebeca Estrada, Hadi Otrok, Zbigniew Dziong
2020	B	`conf`	FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning. IWCMC Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2020	J	`jnl`	FoGMatch: An Intelligent Multi-Criteria IoT-Fog Scheduling Approach Using Game Theory. IEEE/ACM Trans. Netw. Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Nadjia Kara
2020	J	`jnl`	Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud. IEEE Trans. Serv. Comput. Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2020	J	`jnl`	RFLS - Resilient Fault-proof Localization System in IoT and Crowd-based Sensing Applications. J. Netw. Comput. Appl. Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2020	J	`jnl`	SenseChain: A blockchain-based crowdsensing framework for multiple requesters and multiple workers. Future Gener. Comput. Syst. Maha Kadadha, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
2020	J	`jnl`	Two-stage game theoretical framework for IaaS market share dynamics. Future Gener. Comput. Syst. Mona Taghavi, Jamal Bentahar, Hadi Otrok
2019	J	`jnl`	A Novel Ad-Hoc Mobile Edge Cloud Offering Security Services Through Intelligent Resource-Aware Offloading. IEEE Trans. Netw. Serv. Manag. Toufic Dbouk, Azzam Mourad, Hadi Otrok, Hanine Tout, Chamseddine Talhi
2019	J	`jnl`	A greedy-proof incentive-compatible mechanism for group recruitment in mobile crowd sensing. Future Gener. Comput. Syst. Ahmed Talal Suliman, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
2019	J	`jnl`	Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization. IEEE Access Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Anis Ouali, Hadi Otrok
2019	J	`jnl`	Gale-Shapley Matching Game Selection - A Framework for User Satisfaction. IEEE Access Menatalla Abououf, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Anis Ouali
2019	B	`conf`	Impact of Misbehaving Devices in Mobile Crowd Sourcing Systems. SERVICES Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2019	J	`jnl`	Multi-worker multi-task selection framework in mobile crowd sourcing. J. Netw. Comput. Appl. Menatalla Abououf, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
2019	J	`jnl`	On the Detection of Passive Malicious Providers in Cloud Federations. IEEE Commun. Lett. Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Omar Abdel Wahab, Jamal Bentahar
2019	J	`jnl`	Spamdoop: A Privacy-Preserving Big Data Platform for Collaborative Spam Detection. IEEE Trans. Big Data Abdelrahman AlMahmoud, Ernesto Damiani, Hadi Otrok, Yousof Al-Hammadi
2019	J	`jnl`	Stable femtocells cluster formation and resource allocation based on cooperative game theory. Comput. Commun. Katty Rohoden, Rebeca Estrada, Hadi Otrok, Zbigniew Dziong
2018	B	`conf`	A Cluster-Based QoS-OLSR Protocol for Urban Vehicular Ad Hoc Networks. IWCMC Maha Kadadha, Hadi Otrok, Hassan R. Barada, Mahmoud Al-Qutayri, Yousof Al-Hammadi
2018	J	`jnl`	A Stackelberg game for street-centric QoS-OLSR protocol in urban Vehicular Ad Hoc Networks. Veh. Commun. Maha Kadadha, Hadi Otrok, Hassan R. Barada, Mahmoud Al-Qutayri, Yousof Al-Hammadi
2018	J	`jnl`	A stability-based group recruitment system for continuous mobile crowd sensing. Comput. Commun. Rana Azzam, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Anis Ouali
2018	A	`conf`	Cloudchain: A Blockchain-Based Coopetition Differential Game Model for Cloud Computing. ICSOC Mona Taghavi, Jamal Bentahar, Hadi Otrok, Kaveh Bakhtiyari
2018	J	`jnl`	Few are as Good as Many: An Ontology-Based Tweet Spam Detection Approach. IEEE Access Bahia Halawi, Azzam Mourad, Hadi Otrok, Ernesto Damiani
2018	J	`jnl`	Game theoretical framework for clustering and resource allocation in macro-femtocell networks. Comput. Networks Katty Rohoden, Rebeca Estrada, Hadi Otrok, Zbigniew Dziong
2018	J	`jnl`	Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game. IEEE Trans. Serv. Comput. Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2017	B	`conf`	A street-centric QoS-OLSR Protocol for urban Vehicular Ad Hoc Networks. IWCMC Maha Kadadha, Hadi Otrok, Hassan R. Barada, Mahmoud Al-Qutayri, Yousof Al-Hammadi
2017	J	`jnl`	Cooperative based tit-for-tat strategies to retaliate against greedy behavior in VANETs. Comput. Commun. Doaa Al-Terri, Hadi Otrok, Hassan R. Barada, Mahmoud Al-Qutayri, Yousof Al-Hammadi
2017	A	`conf`	I Know You Are Watching Me: Stackelberg-Based Adaptive Intrusion Detection Strategy for Insider Attacks in the Cloud. ICWS Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2017	A	`conf`	On the Effects of User Ratings on the Profitability of Cloud Services. ICWS Mona Taghavi, Jamal Bentahar, Hadi Otrok, Omar Abdel Wahab, Azzam Mourad
2017	J	`jnl`	Refined game-theoretic approach to improve authenticity of outsourced databases. J. Ambient Intell. Humaniz. Comput. Faryed Eltayesh, Jamal Bentahar, Rabeb Mizouni, Hadi Otrok, Elhadi M. Shakshuki
2016	J	`jnl`	A Stackelberg game for distributed formation of business-driven services communities. Expert Syst. Appl. Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2016	J	`jnl`	A novel cluster based resource sharing model for femtocell networks. Comput. Commun. Rebeca Estrada, Hadi Otrok, Zbigniew Dziong
2016	—	`conf`	An Android-based Trojan Spyware to Study the NotificationListener Service Vulnerability. ANT/SEIT Huda Abualola, Hessa Alhawai, Maha Kadadha, Hadi Otrok, Azzam Mourad
2016	J	`jnl`	CEAP: SVM-based intelligent detection model for clustered vehicular ad hoc networks. Expert Syst. Appl. Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2016	J	`jnl`	From model-driven specification to design-level set-based analysis of XACML policies. Comput. Electr. Eng. Azzam Mourad, Hanine Tout, Chamseddine Talhi, Hadi Otrok, Hamdi Yahyaoui
2016	J	`jnl`	GRS: A Group-Based Recruitment System for Mobile Crowd Sensing. J. Netw. Comput. Appl. Rana Azzam, Rabeb Mizouni, Hadi Otrok, Anis Ouali, Shakti Singh
2016	—	`conf`	How to Distribute the Detection Load among Virtual Machines to Maximize the Detection of Distributed Attacks in the Cloud? SCC Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2016	J	`jnl`	Novel cross layer detection schemes to detect blackhole attack against QoS-OLSR protocol in VANET. Veh. Commun. Raghad Baiad, Omar Alhussein, Hadi Otrok, Sami Muhaidat
2016	J	`jnl`	Realistic framework for resource allocation in macro-femtocell networks based on genetic algorithm. Telecommun. Syst. Hanaa Marshoud, Hadi Otrok, Hassan R. Barada, Rebeca Estrada, Abdallah Jarray, Zbigniew Dziong
2016	B	`conf`	Towards ad-hoc cloud based approach for mobile intrusion detection. WiMob Toufic Dbouk, Azzam Mourad, Hadi Otrok, Chamseddine Talhi
2015	—	`conf`	A Cooperative Detection Model Based on Artificial Neural Network for VANET QoS-OLSR Protocol. ICUWB Amjad El Khatib, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Jamal Bentahar
2015	J	`jnl`	A survey on trust and reputation models for Web services: Single, composite, and communities. Decis. Support Syst. Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2015	J	`jnl`	AOMD approach for context-adaptable and conflict-free Web services composition. Comput. Electr. Eng. Hanine Tout, Azzam Mourad, Chamseddine Talhi, Hadi Otrok
2015	J	`jnl`	Analysis of collaborative learning in social network sites used in education. Soc. Netw. Anal. Min. Ahmed Al Dhanhani, Rabeb Mizouni, Hadi Otrok, Ahmad Al-Rubaie
2015	J	`jnl`	Cloud Compute-and-Forward With Relay Cooperation. IEEE Trans. Wirel. Commun. Koralia N. Pappi, Panagiotis D. Diamantoulakis, Hadi Otrok, George K. Karagiannidis
2015	J	`jnl`	Efficient Community Formation for Web Services. IEEE Trans. Serv. Comput. Ehsan Khosrowshahi Asl, Jamal Bentahar, Hadi Otrok, Rabeb Mizouni
2015	—	`conf`	Misbehavior Detection Framework for Community-Based Cloud Computing. FiCloud Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2015	B	`conf`	QoS-OLSR protocol based on intelligent water drop for Vehicular ad-hoc networks. IWCMC Doaa Al-Terri, Hadi Otrok, Hassan R. Barada, Mahmoud Al-Qutayri, Raed M. Shubair, Yousof Al-Hammadi
2015	J	`jnl`	Semantics-based approach for detecting flaws, conflicts and redundancies in XACML policies. Comput. Electr. Eng. Hussein Jebbaoui, Azzam Mourad, Hadi Otrok, Ramzi A. Haraty
2015	J	`jnl`	Spectrum sharing model for OFDMA macro-femtocell networks. Int. J. Ad Hoc Ubiquitous Comput. Rebeca Estrada, Hadi Otrok, Zbigniew Dziong, Hassan R. Barada
2014	J	`jnl`	A Dempster-Shafer Based Tit-for-Tat Strategy to Regulate the Cooperation in VANET Using QoS-OLSR Protocol. Wirel. Pers. Commun. Omar Abdel Wahab, Hadi Otrok, Azzam Mourad
2014	—	`conf`	A Modbus traffic generator for evaluating the security of SCADA systems. CSNDSP Rami Al-Dalky, Omar Abduljaleel, Khaled Salah, Hadi Otrok, Mahmoud Al-Qutayri
2014	J	`jnl`	A cooperative watchdog model based on Dempster-Shafer for detecting misbehaving vehicles. Comput. Commun. Omar Abdel Wahab, Hadi Otrok, Azzam Mourad
2014	J	`jnl`	A game theoretical model for collaborative groups in social applications. Expert Syst. Appl. Ahmed Al Dhanhani, Rabeb Mizouni, Hadi Otrok, Ahmad Al-Rubaie
2014	B	`conf`	Accelerating snort NIDS using NetFPGA-based Bloom filter. IWCMC Rami Al-Dalky, Khaled Salah, Hadi Otrok, Mahmoud Al-Qutayri
2014	J	`jnl`	Base station selection and resource allocation in macro-femtocell networks under noisy scenario. Wirel. Networks Rebeca Estrada, Abdallah Jarray, Hadi Otrok, Zbigniew Dziong
2014	B	`conf`	Cooperative cross layer detection for blackhole attack in VANET-OLSR. IWCMC Raghad Baiad, Hadi Otrok, Sami Muhaidat, Jamal Bentahar
2014	—	`conf`	Framework for a NetFPGA-based Snort NIDS. CSNDSP Rami Al-Dalky, Khaled Salah, Mahmoud Al-Qutayri, Hadi Otrok
2014	J	`jnl`	Macrocell-femtocells resource allocation with hybrid access motivational model. Phys. Commun. Hanaa Marshoud, Hadi Otrok, Hassan R. Barada
2014	J	`jnl`	Reputation-Based Cooperative Detection Model of Selfish Nodes in Cluster-Based QoS-OLSR Protocol. Wirel. Pers. Commun. Nadia Moati, Hadi Otrok, Azzam Mourad, Jean-Marc Robert
2014	J	`jnl`	To compete or cooperate? This is the question in communities of autonomous services. Expert Syst. Appl. Ehsan Khosrowshahi Asl, Jamal Bentahar, Rabeb Mizouni, Babak Khosravifar, Hadi Otrok
2013	J	`jnl`	A Markov Decision Process Model for High Interaction Honeypots. Inf. Secur. J. A Glob. Perspect. Osama Hayatle, Hadi Otrok, Amr M. Youssef
2013	J	`jnl`	Agent-based game-theoretic model for collaborative web services: Decision making analysis. Expert Syst. Appl. Babak Khosravifar, Jamal Bentahar, Rabeb Mizouni, Hadi Otrok, Mahsa Alishahi, Philippe Thiran
2013	J	`jnl`	An optimal dynamic resources partitioning auction model for virtual private networks. Telecommun. Syst. Ahmad Nahar Quttoum, Abdallah Jarray, Hadi Otrok, Zbigniew Dziong
2013	—	`conf`	Botnet detection: A cooperative game theoretical correlation-based model. ICCIT Noura Al Ebri, Hadi Otrok, Azzam Mourad, Yousof Al-Hammadi
2013	B	`conf`	Detecting attacks in QoS-OLSR protocol. IWCMC Hiba Sanadiki, Hadi Otrok, Azzam Mourad, Jean-Marc Robert
2013	—	`conf`	Efficient Coalition Formation for Web Services. IEEE SCC Ehsan Khosrowshahi Asl, Jamal Bentahar, Hadi Otrok, Rabeb Mizouni
2013	J	`jnl`	Energy-Efficient Resource-Allocation Model for OFDMA Macrocell/Femtocell Networks. IEEE Trans. Veh. Technol. Rebeca Estrada, Abdallah Jarray, Hadi Otrok, Zbigniew Dziong, Hassan R. Barada
2013	—	`conf`	Genetic algorithm based resource allocation and interference mitigation for OFDMA macrocell-femtocells networks. WMNC Hanaa Marshoud, Hadi Otrok, Hassan R. Barada, Rebeca Estrada, Zbigniew Dziong
2013	J	`jnl`	New XACML-AspectBPEL approach for composite web services security. Int. J. Web Grid Serv. Sara Ayoubi, Azzam Mourad, Hadi Otrok, Ahmad Shahin
2013	—	`conf`	Resource allocation model based on Particle Swarm Optimization for OFDMA macro-femtocell networks. IEEE ANTS Rebeca Estrada, Hadi Otrok, Zbigniew Dziong
2013	J	`jnl`	VANET QoS-OLSR: QoS-based clustering protocol for Vehicular Ad hoc Networks. Comput. Commun. Omar Abdel Wahab, Hadi Otrok, Azzam Mourad
2013	J	`jnl`	XrML-RBLicensing approach adapted to the BPEL process of composite web services. Serv. Oriented Comput. Appl. Hanine Tout, Azzam Mourad, Hadi Otrok
2012	J	`jnl`	A distributed resource management model for Virtual Private Networks: Tit-for-Tat strategies. Comput. Networks Jean-Marc Robert, Hadi Otrok, Ahmad Nahar Quttoum, Rihab Boukhris
2012	—	`conf`	A game theoretic investigation for high interaction honeypots. ICC Osama Hayatle, Hadi Otrok, Amr M. Youssef
2012	J	`jnl`	A novel aspect-oriented BPEL framework for the dynamic enforcement of web services security. Int. J. Web Grid Serv. Azzam Mourad, Sara Ayoubi, Hamdi Yahyaoui, Hadi Otrok
2012	—	`conf`	A novel reputation-based Tit-for-Tat strategy for IEEE 802.11 CSMA/CA protocol. CCNC Stephane Boyer, Jean-Marc Robert, Clement Rousseau, Hadi Otrok
2012	J	`jnl`	An adaptive tit-for-tat strategy for IEEE 802.11 CSMA/CA protocol. Int. J. Secur. Networks Stephane Boyer, Jean-Marc Robert, Hadi Otrok, Clement Rousseau
2012	A	`conf`	Analyzing Coopetition Strategies of Services within Communities. ICSOC Babak Khosravifar, Mahsa Alishahi, Ehsan Khosrowshahi Asl, Jamal Bentahar, Rabeb Mizouni, Hadi Otrok
2012	J	`jnl`	DDP: A Dynamic Dimensioning and Partitioning model of Virtual Private Networks resources. Comput. Commun. Abdallah Jarray, Ahmad Nahar Quttoum, Hadi Otrok, Zbigniew Dziong
2012	J	`jnl`	Dempster-Shafer Evidence Combining for (Anti)-Honeypot Technologies. Inf. Secur. J. A Glob. Perspect. Osama Hayatle, Amr M. Youssef, Hadi Otrok
2012	C	`conf`	Game theoretical analysis of collaborative social applications. CollaborateCom Ahmed Al Dhanhani, Rabeb Mizouni, Hadi Otrok, Ahmad Al-Rubaie
2012	J	`jnl`	RBC-OLSR: Reputation-based clustering OLSR protocol for wireless ad hoc networks. Comput. Commun. Jean-Marc Robert, Hadi Otrok, Abdelkarim Chriqi
2012	B	`conf`	Resource allocation in macrocell-femtocell network using genetic algorithm. WiMob Hanaa Marshoud, Hadi Otrok, Hassan R. Barada, Rebeca Estrada, Abdallah Jarray, Zbigniew Dziong
2012	—	`conf`	Towards Smart Anti-Malwares for Battery-Powered Devices. NTMS Hajer Al Housani, Hadi Otrok, Rabeb Mizouni, Jean-Marc Robert, Azzam Mourad
2012	C	`conf`	Towards a BPEL model-driven approach for Web services security. PST Hanine Tout, Azzam Mourad, Hamdi Yahyaoui, Chamseddine Talhi, Hadi Otrok
2011	B	`conf`	A cluster-based model for QoS-OLSR protocol. IWCMC Hadi Otrok, Azzam Mourad, Jean-Marc Robert, Nadia Moati, Hiba Sanadiki
2011	J	`jnl`	Mechanism Design-Based Secure Leader Election Model for Intrusion Detection in MANET. IEEE Trans. Dependable Secur. Comput. Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2011	J	`jnl`	New Approach Targeting Security Patterns Development and Deployment. Inf. Secur. J. A Glob. Perspect. Azzam Mourad, Hadi Otrok, Lama Baajour
2011	B	`conf`	Novel detection mechanisms for malicious attacks targeting the cluster-based OLSR protocol. WiMob Yassine Snoussi, Jean-Marc Robert, Hadi Otrok
2011	B	`conf`	Smart Mobile Assessment Tool. Intelligent Environments (Workshops) Ahmed Al Dhanhani, Rabeb Mizouni, Hadi Otrok, Jason W. P. Ng
2011	—	`conf`	Toward Systematic Integration of Security Policies into Web Services. EISIC Azzam Mourad, Hadi Otrok, Sara Ayoubi
2011	—	`conf`	Toward an abstract language on top of XACML for web services security. ICITST Azzam Mourad, Hadi Otrok, Hamdi Yahyaoui, Lama Baajour
2010	—	`conf`	A Novel Approach for the Development and Deployment of Security Patterns. SocialCom/PASSAT Azzam Mourad, Hadi Otrok, Lama Baajour
2010	J	`jnl`	A Secure Mechanism Design-Based and Game Theoretical Model for MANETs. Mob. Networks Appl. Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi
2010	J	`jnl`	A collusion-resistant mechanism for autonomic resource management in Virtual Private Networks. Comput. Commun. Ahmad Nahar Quttoum, Hadi Otrok, Zbigniew Dziong
2010	—	`conf`	ARMM: An Autonomic Resource Management Mechanism for Virtual Private Networks. CCNC Ahmad Nahar Quttoum, Hadi Otrok, Zbigniew Dziong
2010	C	`conf`	New approach for the dynamic enforcement of Web services security. PST Azzam Mourad, Sara Ayoubi, Hamdi Yahyaoui, Hadi Otrok
2009	J	`jnl`	An Intrusion Detection Game Theoretical Model. Inf. Secur. J. A Glob. Perspect. Hadi Otrok, Benwen Zhu, Hamdi Yahyaoui, Prabir Bhattacharya
2009	B	`conf`	SC-OLSR: Secure Clustering-Based OLSR Model for Ad Hoc Networks. WiMob Abdelkarim Chriqi, Hadi Otrok, Jean-Marc Robert
2008	B	`conf`	A Game Theoretic Approach to Optimize the Performance of Host-Based IDS. WiMob Shuai Liu, D. Y. Zhang, Xiao Chu, Hadi Otrok, Prabir Bhattacharya
2008	B	`conf`	A Mechanism Design-Based Multi-Leader Election Scheme for Intrusion Detection in MANET. WCNC Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2008	B	`conf`	A Mechanism Design-Based Secure Architecture for Mobile Ad Hoc Networks. WiMob Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi
2008	B	`conf`	A Moderate to Robust Game Theoretical Model for Intrusion Detection in MANETs. WiMob Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2008	J	`jnl`	A game-theoretic intrusion detection model for mobile ad hoc networks. Comput. Commun. Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2008	J	`jnl`	Game theoretic models for detecting network intrusions. Comput. Commun. Hadi Otrok, Mona Mehrandish, Chadi Assi, Mourad Debbabi, Prabir Bhattacharya
2008	—	`ch.`	Mobile Security: Game Theory. Encyclopedia of Wireless and Mobile Communications Chadi Assi, Prabir Bhattacharya, Mourad Debbabi, Mona Mehrandish, Hadi Otrok
2007	—	`conf`	A Cooperative Approach for Analyzing Intrusions in Mobile Ad hoc Networks. ICDCS Workshops Hadi Otrok, Mourad Debbabi, Chadi Assi, Prabir Bhattacharya
2007	B	`conf`	An Efficient and Truthful Leader IDS Election Mechanism for MANET. WiMob Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2007	—	`conf`	Testing Intrusion Detection Systems in MANET: A Comprehensive Study. CNSR Hadi Otrok, Joey Paquet, Mourad Debbabi, Prabir Bhattacharya
2006	B	`conf`	A Game Theoretic Approach to Detect Network Intrusions: The Cooperative Intruders Scenario. GLOBECOM Mona Mehrandish, Hadi Otrok, Mourad Debbabi, Chadi Assi, Prabir Bhattacharya
2005	J	`jnl`	A Comparative Study of El-Gamal Based Cryptographic Algorithms. RITA Ramzi A. Haraty, Abdul Nasser El-Kassar, Hadi Otrok
2005	C	`conf`	Attacking ElGamal based cryptographic algorithms using Pollard's rho algorithm. AICCSA Ramzi A. Haraty, Hadi Otrok, Abdul Nasser El-Kassar
2004	—	`conf`	A Comparative Study of Elgamal Based Cryptographic Algorithms. ICEIS (3) Ramzi A. Haraty, Hadi Otrok, Abdul Nasser El-Kassar
2004	—	`conf`	A Comparative Study of RSA based Cryptographic Algorithms. IASSE Ramzi A. Haraty, Abdul Nasser El-Kassar, Hadi Otrok