Omar Abdel Wahab

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 54

Top Topics

Reinforcement Learning

Future Directions

Top Venues

IEEE Internet Things J.

Future Gener. Comput. Syst.

IEEE Trans. Serv. Comput.

Publications

Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar, Ahmed Saleh Bataineh
Trust-driven reinforcement selection strategy for federated learning on IoT devices. Computing 106 (4) (2024)
Osama Wehbi, Sarhad Arisdakessian, Mohsen Guizani, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Hoda Alkhzaimi, Bassem Ouni
Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities. CoRR (2024)
Omar Abdel Wahab, Anderson Avila
A Max-Min Security Game for Coordinated Backdoor Attacks on Federated Learning. BigData (2023)
Adel Abusitta, Glaucio H. S. Carvalho, Omar Abdel Wahab, Talal Halabi, Benjamin C. M. Fung, Saja Al-Mamoori
Deep learning-enabled anomaly detection for IoT systems. Internet Things 21 (2023)
Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Mohsen Guizani
A Survey on IoT Intrusion Detection: Federated Learning, Game Theory, Social Psychology, and Explainable AI as Future Directions. IEEE Internet Things J. 10 (5) (2023)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad
A Survey on Explainable Artificial Intelligence for Network Cybersecurity. CoRR (2023)
Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok
Coalitional Federated Learning: Improving Communication and Training on Non-IID Data With Selfish Clients. IEEE Trans. Serv. Comput. 16 (4) (2023)
Osama Wehbi, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Hoda AlKhzaimi, Mohsen Guizani
Towards Mutual Trust-Based Matching For Federated Learning Client Selection. IWCMC (2023)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab
Explainable Trust-aware Selection of Autonomous Vehicles Using LIME for One-Shot Federated Learning. IWCMC (2023)
Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
FedMint: Intelligent Bilateral Client Selection in Federated Learning With Newcomer IoT Devices. IEEE Internet Things J. 10 (23) (2023)
Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok
Towards Instant Clustering Approach for Federated Learning Client Selection. ICNC (2023)
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
The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. CoRR (2023)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad
A Survey on Explainable Artificial Intelligence for Cybersecurity. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices. CoRR (2022)
Omar Abdel Wahab
Intrusion Detection in the IoT Under Data and Concept Drifts: Online Deep Learning Approach. IEEE Internet Things J. 9 (20) (2022)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab
Explainable AI-based Federated Deep Reinforcement Learning for Trusted Autonomous Driving. IWCMC (2022)
Omar Abdel Wahab, Gaith Rjoub, Jamal Bentahar, Robin Cohen
Federated against the cold: A trust-based federated learning approach to counter the cold start problem in recommendation systems. Inf. Sci. 601 (2022)
Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad
Towards Bilateral Client Selection in Federated Learning Using Matching Game Theory. GLOBECOM (2022)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Nagat Drawel
One-Shot Federated Learning-based Model-Free Reinforcement Learning. DBB (2022)
Ahmed Saleh Bataineh, Jamal Bentahar, Rabeb Mizouni, Omar Abdel Wahab, Gaith Rjoub, May El Barachi
Cloud Computing as a Platform for Monetizing Data Services: A Two-Sided Game Business Model. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Omar Abdel Wahab, Ali Mustafa, André Bertrand Abisseck Bamatakina
Trends, Politics, Sentiments, and Misinformation: Understanding People's Reactions to COVID-19 During its Early Stages. CoRR (2021)
Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar, Ahmed Saleh Bataineh
Improving Autonomous Vehicles Safety in Snow Weather Using Federated YOLO CNN Learning. MobiWIS (2021)
Ahmed Saleh Bataineh, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Gaith Rjoub
Cloud as platform for monetizing complementary data for AI-driven services: A two-sided cooperative game. SCC (2021)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Resource-Aware Detection and Defense System against Multi-Type Attacks in the Cloud: Repeated Bayesian Stackelberg Game. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Ahmed Saleh Bataineh
Deep and reinforcement learning for automated task scheduling in large-scale cloud computing systems. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Tarik Taleb
Federated Machine Learning: Survey, Multi-Level Classification, Desirable Criteria and Future Directions in Communication and Networking Systems. IEEE Commun. Surv. Tutorials 23 (2) (2021)
Azzam Mourad, Hanine Tout, Omar Abdel Wahab, Hadi Otrok, Toufic Dbouk
Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection. IEEE Internet Things J. 8 (2) (2021)
Ahmed Saleh Bataineh, Jamal Bentahar, Rabeb Mizouni, Omar Abdel Wahab, Gaith Rjoub, May El Barachi
Cloud computing as a platform for monetizing data services: A two-sided game business model. CoRR (2021)
Talal Halabi, Omar Abdel Wahab, Ranwa Al Mallah, Mohammad Zulkernine
Protecting the Internet of Vehicles Against Advanced Persistent Threats: A Bayesian Stackelberg Game. IEEE Trans. Reliab. 70 (3) (2021)
Adel Abusitta, Omar Abdel Wahab, Benjamin C. M. Fung
VirtualGAN: Reducing Mode Collapse in Generative Adversarial Networks Using Virtual Mapping. IJCNN (2021)
Adel Abusitta, Esma Aïmeur, Omar Abdel Wahab
Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems. ECAI (2020)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud. IEEE Trans. Serv. Comput. 13 (1) (2020)
Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok, Azzam Mourad, Gaith Rjoub
An endorsement-based trust bootstrapping approach for newcomer cloud services. Inf. Sci. 527 (2020)
Cédric St-Onge, Nadjia Kara, Omar Abdel Wahab, Claes Edstrom, Yves Lemieux
Detection of time series patterns and periodicity of cloud computing workloads. Future Gener. Comput. Syst. 109 (2020)
Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar, Ahmed Saleh Bataineh
A Trust and Energy-Aware Double Deep Reinforcement Learning Scheduling Strategy for Federated Learning on IoT Devices. ICSOC (2020)
Talal Halabi, Omar Abdel Wahab, Mohammad Zulkernine
A Game-Theoretic Approach for Distributed Attack Mitigation in Intelligent Transportation Systems. NOMS (2020)
Ahmed Saleh Bataineh, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Gaith Rjoub
A Game-Based Secure Trading of Big Data and IoT Services: Blockchain as a Two-Sided Market. ICSOC (2020)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab
BigTrustScheduling: Trust-aware big data task scheduling approach in cloud computing environments. Future Gener. Comput. Syst. 110 (2020)
Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Nadjia Kara
FoGMatch: An Intelligent Multi-Criteria IoT-Fog Scheduling Approach Using Game Theory. IEEE/ACM Trans. Netw. 28 (4) (2020)
Omar Abdel Wahab, Jamal Bentahar, Robin Cohen, Hadi Otrok, Azzam Mourad
A two-level solution to fight against dishonest opinions in recommendation-based trust systems. CoRR (2020)
Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Haidar Harmanani
Cloud federation formation using genetic and evolutionary game theoretical models. Future Gener. Comput. Syst. 104 (2020)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Ahmed Saleh Bataineh
Deep Smart Scheduling: A Deep Learning Approach for Automated Big Data Scheduling Over the Cloud. FiCloud (2019)
Adel Abusitta, Esma Aïmeur, Omar Abdel Wahab
Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems. CoRR (2019)
Omar Abdel Wahab, Nadjia Kara, Claes Edstrom, Yves Lemieux
djustment of Virtual Network Functions. J. Netw. Comput. Appl. 142 (2019)
Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Omar Abdel Wahab, Jamal Bentahar
On the Detection of Passive Malicious Providers in Cloud Federations. IEEE Commun. Lett. 23 (1) (2019)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game. IEEE Trans. Serv. Comput. 11 (1) (2018)
Mona Taghavi, Jamal Bentahar, Hadi Otrok, Omar Abdel Wahab, Azzam Mourad
On the Effects of User Ratings on the Profitability of Cloud Services. ICWS (2017)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
I Know You Are Watching Me: Stackelberg-Based Adaptive Intrusion Detection Strategy for Insider Attacks in the Cloud. ICWS (2017)
Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Jamal Bentahar
CEAP: SVM-based intelligent detection model for clustered vehicular ad hoc networks. Expert Syst. Appl. 50 (2016)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
A Stackelberg game for distributed formation of business-driven services communities. Expert Syst. Appl. 45 (2016)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
How to Distribute the Detection Load among Virtual Machines to Maximize the Detection of Distributed Attacks in the Cloud? SCC (2016)
Amjad El Khatib, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Jamal Bentahar
A Cooperative Detection Model Based on Artificial Neural Network for VANET QoS-OLSR Protocol. ICUWB (2015)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
A survey on trust and reputation models for Web services: Single, composite, and communities. Decis. Support Syst. 74 (2015)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Misbehavior Detection Framework for Community-Based Cloud Computing. FiCloud (2015)
Omar Abdel Wahab, Moulay Omar Hachami, Arslan Zaffari, Mery Vivas, Gaby G. Dagher
: a privacy-preserving approach for distributed association rules mining on horizontally-partitioned data. IDEAS (2014)
Omar Abdel Wahab, Hadi Otrok, Azzam Mourad
A Dempster-Shafer Based Tit-for-Tat Strategy to Regulate the Cooperation in VANET Using QoS-OLSR Protocol. Wirel. Pers. Commun. 75 (3) (2014)
Omar Abdel Wahab, Hadi Otrok, Azzam Mourad
A cooperative watchdog model based on Dempster-Shafer for detecting misbehaving vehicles. Comput. Commun. 41 (2014)
Omar Abdel Wahab, Hadi Otrok, Azzam Mourad
VANET QoS-OLSR: QoS-based clustering protocol for Vehicular Ad hoc Networks. Comput. Commun. 36 (13) (2013)