Armed E-Bunny: a selective dynamic compiler for embedded Java virtual machine targeting ARM processors. - Mourad Debbabi; Azzam Mourad; Nadia Tawbi (SAC, 2005)

Accelerating embedded Java for mobile devices. - Mourad Debbabi; Azzam Mourad; Chamseddine Talhi; Hamdi Yahyaoui (IEEE Commun. Mag., 2005)

Security Design Patterns: Survey and Evaluation. - Marc-André Laverdière; Azzam Mourad; Aiman Hanna; Mourad Debbabi (CCECE, 2006)

Security hardening of open source software. - Azzam Mourad; Marc-André Laverdière; Mourad Debbabi (PST, 2006)

A selective dynamic compiler for embedded Java virtual machines targeting ARM processors. - Mourad Debbabi; Abdelouahed Gherbi; Azzam Mourad; Hamdi Yahyaoui (Sci. Comput. Program., 2006)

Towards an Aspect Oriented Approach for the Security Hardening of Code. - Azzam Mourad; Marc-André Laverdière; Mourad Debbabi (AINA Workshops (1), 2007)

A Security Hardening Language Based on Aspect-Orientation. - Azzam Mourad; Marc-André Laverdière; Mourad Debbabi (ICETE (Selected Papers), 2007)

Control Flow Based Pointcuts for Security Hardening Concerns. - Marc-André Laverdière; Azzam Mourad; Andrei Soeanu; Mourad Debbabi (IFIPTM, 2007)

A High-Level Aspect-Oriented based Language for Software Security Hardening. - Azzam Mourad; Marc-André Laverdière; Mourad Debbabi (SECRYPT, 2007)

New Primitives to AOP Weaving Capabilities for Security Hardening Concerns. - Azzam Mourad; Marc-André Laverdière; Mourad Debbabi (WOSIS, 2007)

Cross-Language Weaving Approach Targeting Software Security Hardening. - Azzam Mourad; Dima Alhadidi; Mourad Debbabi (PST, 2008)

Towards Language-Independent Approach for Security Concerns Weaving. - Azzam Mourad; Dima Alhadidi; Mourad Debbabi (SECRYPT, 2008)

An aspect-oriented approach for the systematic security hardening of code. - Azzam Mourad; Marc-André Laverdière; Mourad Debbabi (Comput. Secur., 2008)

A High-level Aspect-oriented-based Framework for Software Security Hardening. - Azzam Mourad; Marc-André Laverdière; Mourad Debbabi (Inf. Secur. J. A Glob. Perspect., 2008)

Wireless Applications: Middleware Security. - Mourad Debbabi; Marc-André Laverdière; Azzam Mourad; Syrine Tlili (Encyclopedia of Wireless and Mobile Communications, 2008)

An Aspect-Oriented Approach for Software Security Hardening: from Design to Implementation. - Djedjiga Mouheb; Chamseddine Talhi; Azzam Mourad; Vitor Lima; Mourad Debbabi; Lingyu Wang 001; Makan Pourzandi (SoMeT, 2009)

New aspect-oriented constructs for security hardening concerns. - Azzam Mourad; Andrei Soeanu; Marc-André Laverdière; Mourad Debbabi (Comput. Secur., 2009)

Nouveaux points de coupure et primitives pour les préoccupations de renforcement de sécurité. - Azzam Mourad; Marc-André Laverdière; Andrei Soeanu; Mourad Debbabi (Tech. Sci. Informatiques, 2009)

New approach for the dynamic enforcement of Web services security. - Azzam Mourad; Sara Ayoubi; Hamdi Yahyaoui; Hadi Otrok (PST, 2010)

A Novel Approach for the Development and Deployment of Security Patterns. - Azzam Mourad; Hadi Otrok; Lama Baajour (SocialCom/PASSAT, 2010)

Security Evaluation and Hardening of Free and Open Source Software (FOSS). - Robert Charpentier; Mourad Debbabi; Dima Alhadidi; Azzam Mourad; Nadia Belblidia; Amine Boukhtouta; Aiman Hanna; Rachid Hadjidj; Hakim Idrissi Kaitouni; Marc-André Laverdière; Hai Zhou Ling; Syrine Tlili; et al. (Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2010)

Toward Systematic Integration of Security Policies into Web Services. - Azzam Mourad; Hadi Otrok; Sara Ayoubi (EISIC, 2011)

Toward an abstract language on top of XACML for web services security. - Azzam Mourad; Hadi Otrok; Hamdi Yahyaoui; Lama Baajour (ICITST, 2011)

A cluster-based model for QoS-OLSR protocol. - Hadi Otrok; Azzam Mourad; Jean-Marc Robert 001; Nadia Moati; Hiba Sanadiki (IWCMC, 2011)

New Approach Targeting Security Patterns Development and Deployment. - Azzam Mourad; Hadi Otrok; Lama Baajour (Inf. Secur. J. A Glob. Perspect., 2011)

Towards context-adaptable Web service policies. - Hamdi Yahyaoui; L. Wang; Azzam Mourad; Mohammed Almulla; Quan Z. Sheng (ANT/MobiWIS, 2011)

Towards Smart Anti-Malwares for Battery-Powered Devices. - Hajer Al Housani; Hadi Otrok; Rabeb Mizouni; Jean-Marc Robert 001; Azzam Mourad (NTMS, 2012)

Towards a BPEL model-driven approach for Web services security. - Hanine Tout; Azzam Mourad; Hamdi Yahyaoui; Chamseddine Talhi; Hadi Otrok (PST, 2012)

A novel aspect-oriented BPEL framework for the dynamic enforcement of web services security. - Azzam Mourad; Sara Ayoubi; Hamdi Yahyaoui; Hadi Otrok (Int. J. Web Grid Serv., 2012)

A synergy between context-aware policies and AOP to achieve highly adaptable Web services. - Hamdi Yahyaoui; Azzam Mourad; Mohammed Almulla; Lina Yao 001; Quan Z. Sheng (Serv. Oriented Comput. Appl., 2012)

Botnet detection: A cooperative game theoretical correlation-based model. - Noura Al Ebri; Hadi Otrok; Azzam Mourad; Yousof Al-Hammadi (ICCIT, 2013)

Detecting attacks in QoS-OLSR protocol. - Hiba Sanadiki; Hadi Otrok; Azzam Mourad; Jean-Marc Robert 001 (IWCMC, 2013)

VANET QoS-OLSR: QoS-based clustering protocol for Vehicular Ad hoc Networks. - Omar Abdel Wahab 001; Hadi Otrok; Azzam Mourad (Comput. Commun., 2013)

New XACML-AspectBPEL approach for composite web services security. - Sara Ayoubi; Azzam Mourad; Hadi Otrok; Ahmad Shahin (Int. J. Web Grid Serv., 2013)

Common weaving approach in mainstream languages for software security hardening. - Dima Alhadidi; Azzam Mourad; Hakim Idrissi Kaitouni; Mourad Debbabi (J. Syst. Softw., 2013)

XrML-RBLicensing approach adapted to the BPEL process of composite web services. - Hanine Tout; Azzam Mourad; Hadi Otrok (Serv. Oriented Comput. Appl., 2013)

Towards efficient evaluation of XACML policies. - Azzam Mourad; Hussein Jebbaoui (PST, 2014)

A cooperative watchdog model based on Dempster-Shafer for detecting misbehaving vehicles. - Omar Abdel Wahab 001; Hadi Otrok; Azzam Mourad (Comput. Commun., 2014)

Assuring consistency in mixed models. - Ramzi A. Haraty; Mirna Naous; Azzam Mourad (J. Comput. Sci., 2014)

Reputation-Based Cooperative Detection Model of Selfish Nodes in Cluster-Based QoS-OLSR Protocol. - Nadia Moati; Hadi Otrok; Azzam Mourad; Jean-Marc Robert 001 (Wirel. Pers. Commun., 2014)

A Dempster-Shafer Based Tit-for-Tat Strategy to Regulate the Cooperation in VANET Using QoS-OLSR Protocol. - Omar Abdel Wahab 001; Hadi Otrok; Azzam Mourad (Wirel. Pers. Commun., 2014)

Towards an offloading approach that augments multi-persona performance and viability. - Hanine Tout; Chamseddine Talhi; Nadjia Kara; Azzam Mourad (CCNC, 2015)

Misbehavior Detection Framework for Community-Based Cloud Computing. - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (FiCloud, 2015)

A Cooperative Detection Model Based on Artificial Neural Network for VANET QoS-OLSR Protocol. - Amjad El Khatib; Azzam Mourad; Hadi Otrok; Omar Abdel Wahab 001; Jamal Bentahar (ICUWB, 2015)

Analyzing Social Web Services' Capabilities. - Zakaria Maamar; Hamdi Yahyaoui; Azzam Mourad; Mohamed Sellami (WETICE, 2015)

Semantics-based approach for detecting flaws, conflicts and redundancies in XACML policies. - Hussein Jebbaoui; Azzam Mourad; Hadi Otrok; Ramzi A. Haraty (Comput. Electr. Eng., 2015)

AOMD approach for context-adaptable and conflict-free Web services composition. - Hanine Tout; Azzam Mourad; Chamseddine Talhi; Hadi Otrok (Comput. Electr. Eng., 2015)

A survey on trust and reputation models for Web services: Single, composite, and communities. - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (Decis. Support Syst., 2015)

SBA-XACML: Set-based approach providing efficient policy decision process for accessing Web services. - Azzam Mourad; Hussein Jebbaoui (Expert Syst. Appl., 2015)

How to Distribute the Detection Load among Virtual Machines to Maximize the Detection of Distributed Attacks in the Cloud? - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (SCC, 2016)

An Android-based Trojan Spyware to Study the NotificationListener Service Vulnerability. - Huda Abualola; Hessa Alhawai; Maha Kadadha; Hadi Otrok; Azzam Mourad (ANT/SEIT, 2016)

Towards on Demand Road Condition Monitoring Using Mobile Phone Sensing as a Service. - Wael AlRahal AlOrabi; Sawsan Abdul Rahman; May El Barachi; Azzam Mourad (ANT/SEIT, 2016)

Towards ad-hoc cloud based approach for mobile intrusion detection. - Toufic Dbouk; Azzam Mourad; Hadi Otrok; Chamseddine Talhi (WiMob, 2016)

From model-driven specification to design-level set-based analysis of XACML policies. - Azzam Mourad; Hanine Tout; Chamseddine Talhi; Hadi Otrok; Hamdi Yahyaoui (Comput. Electr. Eng., 2016)

A Stackelberg game for distributed formation of business-driven services communities. - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (Expert Syst. Appl., 2016)

CEAP: SVM-based intelligent detection model for clustered vehicular ad hoc networks. - Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok; Jamal Bentahar (Expert Syst. Appl., 2016)

On the Effects of User Ratings on the Profitability of Cloud Services. - Mona Taghavi; Jamal Bentahar; Hadi Otrok; Omar Abdel Wahab 001; Azzam Mourad (ICWS, 2017)

I Know You Are Watching Me: Stackelberg-Based Adaptive Intrusion Detection Strategy for Insider Attacks in the Cloud. - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (ICWS, 2017)

Smart mobile computation offloading: Centralized selective and multi-objective approach. - Hanine Tout; Chamseddine Talhi; Nadjia Kara; Azzam Mourad (Expert Syst. Appl., 2017)

Towards Proactive Social Learning Approach for Traffic Event Detection based on Arabic Tweets. - Ahmad Nsouli; Azzam Mourad; Danielle Azar (IWCMC, 2018)

Few are as Good as Many: An Ontology-Based Tweet Spam Detection Approach. - Bahia Halawi; Azzam Mourad; Hadi Otrok; Ernesto Damiani (IEEE Access, 2018)

Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game. - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (IEEE Trans. Serv. Comput., 2018)

A novel on-demand vehicular sensing framework for traffic condition monitoring. - Sawsan Abdul Rahman; Azzam Mourad; May El Barachi; Wael Al Orabi (Veh. Commun., 2018)

Sampling Online Social Networks with Tailored Mining Strategies. - Mohamad Arafeh; Paolo Ceravolo; Azzam Mourad; Ernesto Damiani (SNAMS, 2019)

An Infrastructure-Assisted Crowdsensing Approach for On-Demand Traffic Condition Estimation. - Sawsan Abdul Rahman; Azzam Mourad; May El Barachi (IEEE Access, 2019)

Proactive machine learning-based solution for advanced manageability of multi-persona mobile computing. - Hanine Tout; Nadjia Kara; Chamseddine Talhi; Azzam Mourad (Comput. Electr. Eng., 2019)

On the Detection of Passive Malicious Providers in Cloud Federations. - Ahmad Hammoud; Hadi Otrok; Azzam Mourad; Omar Abdel Wahab 001; Jamal Bentahar (IEEE Commun. Lett., 2019)

Selective Mobile Cloud Offloading to Augment Multi-Persona Performance and Viability. - Hanine Tout; Chamseddine Talhi; Nadjia Kara; Azzam Mourad (IEEE Trans. Cloud Comput., 2019)

A Novel Ad-Hoc Mobile Edge Cloud Offering Security Services Through Intelligent Resource-Aware Offloading. - Toufic Dbouk; Azzam Mourad; Hadi Otrok; Hanine Tout; Chamseddine Talhi (IEEE Trans. Netw. Serv. Manag., 2019)

A Framework for Automated Monitoring and Orchestration of Cloud-Native applications. - Rasel Chowdhury; Chamseddine Talhi; Hakima Ould-Slimane; Azzam Mourad (ISNCC, 2020)

Optical Spatial Modulation with Improved Energy Harvesting for MIMO FSO Communications. - Chadi Abou-Rjeily; Azzam Mourad (IWCMC, 2020)

Towards Trust-Aware IoT Hashing Offloading in Mobile Edge Computing. - Rania Islambouli; Zahraa Sweidan; Azzam Mourad; Chadi Abou-Rjeily (IWCMC, 2020)

FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning. - Hani Sami; Azzam Mourad; Hadi Otrok; Jamal Bentahar (IWCMC, 2020)

Intelligent Performance-Aware Adaptation of Control Policies for Optimizing Banking Teller Process Using Machine Learning. - Bilal Tay; Azzam Mourad (IEEE Access, 2020)

A rewriting system for the assessment of XACML policies relationship. - Mohamed Mejri; Hamdi Yahyaoui; Azzam Mourad; Mohamad Chehab (Comput. Secur., 2020)

A two-level solution to fight against dishonest opinions in recommendation-based trust systems. - Omar Abdel Wahab 001; Jamal Bentahar; Robin Cohen; Hadi Otrok; Azzam Mourad (CoRR, 2020)

Cloud federation formation using genetic and evolutionary game theoretical models. - Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Omar Abdel Wahab 001; Haidar Harmanani (Future Gener. Comput. Syst., 2020)

AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions. - Ahmad Hammoud; Hani Sami; Azzam Mourad; Hadi Otrok; Rabeb Mizouni; Jamal Bentahar (IEEE Internet Things Mag., 2020)

An endorsement-based trust bootstrapping approach for newcomer cloud services. - Omar Abdel Wahab 001; Robin Cohen; Jamal Bentahar; Hadi Otrok; Azzam Mourad; Gaith Rjoub (Inf. Sci., 2020)

Internet of Things intrusion Detection: Centralized, On-Device, or Federated Learning? - Sawsan Abdul Rahman; Hanine Tout; Chamseddine Talhi; Azzam Mourad (IEEE Netw., 2020)

Reinforcement R-learning model for time scheduling of on-demand fog placement. - Peter Farhat; Hani Sami; Azzam Mourad (J. Supercomput., 2020)

Critical Impact of Social Networks Infodemic on Defeating Coronavirus COVID-19 Pandemic: Twitter-Based Study and Research Directions. - Azzam Mourad; Ali Srour; Haidar M. Harmanani; Cathia Jenainatiy; Mohamad Arafeh (IEEE Trans. Netw. Serv. Manag., 2020)

Dynamic On-Demand Fog Formation Offering On-the-Fly IoT Service Deployment. - Hani Sami; Azzam Mourad (IEEE Trans. Netw. Serv. Manag., 2020)

FoGMatch: An Intelligent Multi-Criteria IoT-Fog Scheduling Approach Using Game Theory. - Sarhad Arisdakessian; Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok; Nadjia Kara (IEEE/ACM Trans. Netw., 2020)

Vehicular-OBUs-As-On-Demand-Fogs: Resource and Context Aware Deployment of Containerized Micro-Services. - Hani Sami; Azzam Mourad; Wassim El-Hajj (IEEE/ACM Trans. Netw., 2020)

Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud. - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (IEEE Trans. Serv. Comput., 2020)

Federated Machine Learning: Survey, Multi-Level Classification, Desirable Criteria and Future Directions in Communication and Networking Systems. - Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok; Tarik Taleb (IEEE Commun. Surv. Tutorials, 2021)

Ontology based recommender system using social network data. - Mohamad Arafeh; Paolo Ceravolo; Azzam Mourad; Ernesto Damiani; Emanuele Bellini 001 (Future Gener. Comput. Syst., 2021)

Stable federated fog formation: An evolutionary game theoretical approach. - Ahmad Hammoud; Hadi Otrok; Azzam Mourad; Zbigniew Dziong (Future Gener. Comput. Syst., 2021)

Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection. - Azzam Mourad; Hanine Tout; Omar Abdel Wahab 001; Hadi Otrok; Toufic Dbouk (IEEE Internet Things J., 2021)

FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning. - Sawsan Abdul Rahman; Hanine Tout; Azzam Mourad; Chamseddine Talhi (IEEE Internet Things J., 2021)

A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond. - Sawsan Abdul Rahman; Hanine Tout; Hakima Ould-Slimane; Azzam Mourad; Chamseddine Talhi; Mohsen Guizani (IEEE Internet Things J., 2021)

A Novel Federated Fog Architecture Embedding Intelligent Formation. - Hala Shamseddine; Jana Nizam; Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Haidar Harmanani; Zbigniew Dziong (IEEE Netw., 2021)

Resource-Aware Detection and Defense System against Multi-Type Attacks in the Cloud: Repeated Bayesian Stackelberg Game. - Omar Abdel Wahab 001; Jamal Bentahar; Hadi Otrok; Azzam Mourad (IEEE Trans. Dependable Secur. Comput., 2021)

AI-Based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach. - Hani Sami; Hadi Otrok; Jamal Bentahar; Azzam Mourad (IEEE Trans. Netw. Serv. Manag., 2021)

Multi-Persona Mobility: Joint Cost-Effective and Resource-Aware Mobile-Edge Computation Offloading. - Hanine Tout; Azzam Mourad; Nadjia Kara; Chamseddine Talhi (IEEE/ACM Trans. Netw., 2021)

Task coalition formation for Mobile CrowdSensing based on workers' routes preferences. - Rebeca Estrada; Rabeb Mizouni; Hadi Otrok; Azzam Mourad (Veh. Commun., 2021)

Independent and Identically Distributed (IID) Data Assessment in Federated Learning. - Mohamad Arafeh; Ahmad Hammoud; Hadi Otrok; Azzam Mourad; Chamseddine Talhi; Zbigniew Dziong (GLOBECOM, 2022)

On the Feasibility of Federated Learning for Neurodevelopmental Disorders: ASD Detection Use-Case. - Hala Shamseddine; Safa Otoum; Azzam Mourad (GLOBECOM, 2022)

Towards Bilateral Client Selection in Federated Learning Using Matching Game Theory. - Osama Wehbi; Sarhad Arisdakessian; Omar Abdel Wahab 001; Hadi Otrok; Safa Otoum; Azzam Mourad (GLOBECOM, 2022)

Machine Learning Based Container Placement in On-Demand Clustered Fogs. - Peter Farhat; Sarhad Arisdakessian; Omar Abdul Wahab; Azzam Mourad; Hakima Ould-Slimane (IWCMC, 2022)

Reinforcement Learning Based Scheme for On-Demand Vehicular Fog Formation and Micro Services Placement. - Ahmad Nsouli; Azzam Mourad; Wassim El-Hajj (IWCMC, 2022)

Data-Driven Federated Autonomous Driving. - Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Zbigniew Dziong (MobiWIS, 2022)

Joint computing, communication and cost-aware task offloading in D2D-enabled Het-MEC. - Nadine Abbas; Sanaa Sharafeddine; Azzam Mourad; Chadi Abou-Rjeily; Wissam Fawaz (Comput. Networks, 2022)

Reinforcement Learning Framework for Server Placement and Workload Allocation in Multi-Access Edge Computing. - Anahita Mazloomi; Hani Sami; Jamal Bentahar; Hadi Otrok; Azzam Mourad (CoRR, 2022)

A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection. - Hala Shamseddine; Safa Otoum; Azzam Mourad (CoRR, 2022)

ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme. - Mario Chahoud; Hani Sami; Azzam Mourad; Safa Otoum; Hadi Otrok; Jamal Bentahar; Mohsen Guizani (CoRR, 2022)

Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication. - Mohamad Wazzeh; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Mohsen Guizani (CoRR, 2022)

Graph convolutional recurrent networks for reward shaping in reinforcement learning. - Hani Sami; Jamal Bentahar; Azzam Mourad; Hadi Otrok; Ernesto Damiani (Inf. Sci., 2022)

Joint theme and event based rating model for identifying relevant influencers on Twitter: COVID-19 case study. - Ali Srour; Hakima Ould-Slimane; Azzam Mourad; Haidar Harmanani; Cathia Jenainatiy (Online Soc. Networks Media, 2022)

LP-SBA-XACML: Lightweight Semantics Based Scheme Enabling Intelligent Behavior-Aware Privacy for IoT. - Mohamad Chehab; Azzam Mourad (IEEE Trans. Dependable Secur. Comput., 2022)

SVM-Based Task Admission Control and Computation Offloading Using Lyapunov Optimization in Heterogeneous MEC Network. - Nadine Abbas; Wissam Fawaz; Sanaa Sharafeddine; Azzam Mourad; Chadi Abou-Rjeily (IEEE Trans. Netw. Serv. Manag., 2022)

On Demand Fog Federations for Horizontal Federated Learning in IoV. - Ahmad Hammoud; Hadi Otrok; Azzam Mourad; Zbigniew Dziong (IEEE Trans. Netw. Serv. Manag., 2022)

Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement. - Hani Sami; Azzam Mourad; Hadi Otrok; Jamal Bentahar (IEEE Trans. Serv. Comput., 2022)

Overcoming Resource Bottlenecks in Vehicular Federated Learning: A Cluster-Based and QoS-Aware Approach. - Sawsan AbdulRahman; Ouns Bouachir; Safa Otoum; Azzam Mourad (GLOBECOM, 2023)

Towards Stable Federated Fog Formation Using Federated Learning and Evolutionary Game Theory. - Zyad Yasser; Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Zbigniew Dziong; Mohsen Guizani (GLOBECOM, 2023)

Towards Boosting Federated Learning Convergence: A Computation Offloading & Clustering Approach. - Sawsan Abdul Rahman; Ouns Bouachir; Safa Otoum; Azzam Mourad (ICC, 2023)

Towards Instant Clustering Approach for Federated Learning Client Selection. - Sarhad Arisdakessian; Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok (ICNC, 2023)

Towards Trust Driven On-Demand Client Deployment in Federated Learning. - Mario Chahoud; Azzam Mourad; Hadi Otrok; Mohsen Guizani (INFOCOM Workshops, 2023)

Towards On-Demand Deployment of Multiple Clients and Heterogeneous Models in Federated Learning. - Mario Chahoud; Hani Sami; Azzam Mourad; Hadi Otrok; Jamal Bentahar; Mohsen Guizani (IWCMC, 2023)

Blockchain-based Reputation Management Framework for Crowdsourced Last-mile Delivery. - Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Azzam Mourad (IWCMC, 2023)

Towards Mutual Trust-Based Matching For Federated Learning Client Selection. - Osama Wehbi; Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok; Hoda Alkhzaimi; Mohsen Guizani (IWCMC, 2023)

A Survey on Explainable Artificial Intelligence for Network Cybersecurity. - Gaith Rjoub; Jamal Bentahar; Omar Abdel Wahab 001; Rabeb Mizouni; Alyssa Song; Robin Cohen; Hadi Otrok; Azzam Mourad (CoRR, 2023)

Perception, performance, and detectability of conversational artificial intelligence across 32 university courses. - Hazem Ibrahim; Fengyuan Liu; Rohail Asim; Balaraju Battu; Sidahmed Benabderrahmane; Bashar Alhafni; Wifag Adnan; Tuka Alhanai; Bedoor K. AlShebli; Riyadh Baghdadi; Jocelyn J. Bélanger; Elena Beretta; et al. (CoRR, 2023)

FedMint: Intelligent Bilateral Client Selection in Federated Learning With Newcomer IoT Devices. - Osama Wehbi; Sarhad Arisdakessian; Omar Abdel Wahab 001; Hadi Otrok; Safa Otoum; Azzam Mourad; Mohsen Guizani (IEEE Internet Things J., 2023)

On the feasibility of Federated Learning towards on-demand client deployment at the edge. - Mario Chahoud; Safa Otoum; Azzam Mourad (Inf. Process. Manag., 2023)

Privacy-Preserving Continuous Authentication for Mobile and IoT Systems Using Warmup-Based Federated Learning. - Mohamad Wazzeh; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Mohsen Guizani (IEEE Netw., 2023)

Coalitional Federated Learning: Improving Communication and Training on Non-IID Data With Selfish Clients. - Sarhad Arisdakessian; Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok (IEEE Trans. Serv. Comput., 2023)

A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations. - Ahmad Hammoud; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Azzam Mourad; Zbigniew Dziong (IEEE Trans. Serv. Comput., 2023)

Reinforcement Learning Framework for Server Placement and Workload Allocation in Multiaccess Edge Computing. - Anahita Mazloomi; Hani Sami; Jamal Bentahar; Hadi Otrok; Azzam Mourad (IEEE Internet Things J., 2023)

A Survey on IoT Intrusion Detection: Federated Learning, Game Theory, Social Psychology, and Explainable AI as Future Directions. - Sarhad Arisdakessian; Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok; Mohsen Guizani (IEEE Internet Things J., 2023)

Adaptive Upgrade of Client Resources for Improving the Quality of Federated Learning Model. - Sawsan Abdul Rahman; Hakima Ould-Slimane; Rasel Chowdhury; Azzam Mourad; Chamseddine Talhi; Mohsen Guizani (IEEE Internet Things J., 2023)

Data independent warmup scheme for non-IID federated learning. - Mohamad Arafeh; Hakima Ould-Slimane; Hadi Otrok; Azzam Mourad; Chamseddine Talhi; Ernesto Damiani (Inf. Sci., 2023)

Reinforcement learning based scheme for on-demand vehicular fog formation. - Ahmad Nsouli; Wassim El-Hajj; Azzam Mourad (Veh. Commun., 2023)

Dynamic Fog Federation Scheme for Internet of Vehicles. - Ahmad Hammoud; Maria Kantardjian; Amir Najjar; Azzam Mourad; Hadi Otrok; Zbigniew Dziong; Nadra Guizani (IEEE Trans. Netw. Serv. Manag., 2023)

Guest Editorial: Special Section on the Latest Developments in Federated Learning for the Management of Networked Systems and Resources. - Azzam Mourad; Hadi Otrok; Ernesto Damiani; Mérouane Debbah; Nadra Guizani; Shiqiang Wang; Guangjie Han; Rabeb Mizouni; Jamal Bentahar; Chamseddine Talhi (IEEE Trans. Netw. Serv. Manag., 2023)

ModularFed: Leveraging modularity in federated learning frameworks. - Mohamad Arafeh; Hadi Otrok; Hakima Ould-Slimane; Azzam Mourad; Chamseddine Talhi; Ernesto Damiani (Internet Things, 2023)

On-Demand-FL: A Dynamic and Efficient Multicriteria Federated Learning Client Deployment Scheme. - Mario Chahoud; Hani Sami; Azzam Mourad; Safa Otoum; Hadi Otrok; Jamal Bentahar; Mohsen Guizani (IEEE Internet Things J., 2023)

Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management. - Hani Sami; Reem Saado; Ahmad El Saoudi; Azzam Mourad; Hadi Otrok; Jamal Bentahar (IEEE Trans. Netw. Serv. Manag., 2023)

Reward shaping using convolutional neural network. - Hani Sami; Hadi Otrok; Jamal Bentahar; Azzam Mourad; Ernesto Damiani (Inf. Sci., 2023)

Management of Digital Twin-Driven IoT Using Federated Learning. - Sawsan AbdulRahman; Safa Otoum; Ouns Bouachir; Azzam Mourad (IEEE J. Sel. Areas Commun., 2023)

A Survey on Explainable Artificial Intelligence for Cybersecurity. - Gaith Rjoub; Jamal Bentahar; Omar Abdel Wahab 001; Rabeb Mizouni; Alyssa Song; Robin Cohen; Hadi Otrok; Azzam Mourad (IEEE Trans. Netw. Serv. Manag., 2023)

Resource-Aware Split Federated Learning for Fall Detection in the Metaverse. - Mohamad Wazzeh; Ahmad Hammoud; Mohsen Guizani; Azzam Mourad; Hadi Otrok; Chamseddine Talhi; Zbigniew Dziong; Chang-Dong Wang 001 (WiMob, 2024)

A Continuous Authentication Approach for Mobile Crowdsourcing Based on Federated Learning. - Mohamad Wazzeh; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Mohsen Guizani (IEEE Access, 2024)

The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. - Hani Sami; Ahmad Hammoud; Mohamad Arafeh; Mohamad Wazzeh; Sarhad Arisdakessian; Mario Chahoud; Osama Wehbi; Mohamad Ajaj; Azzam Mourad; Hadi Otrok; Omar Abdel Wahab 001; Rabeb Mizouni; et al. (IEEE Commun. Surv. Tutorials, 2024)

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions. - 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; et al. (CoRR, 2024)

Digital twins and dynamic NFTs for blockchain-based crowdsourced last-mile delivery. - Feruz K. Elmay; Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Azzam Mourad (Inf. Process. Manag., 2024)

CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication. - Mohamad Wazzeh; Mohamad Arafeh; Hani Sami; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Hadi Otrok (J. Netw. Comput. Appl., 2024)

Optimizing CP-ABE Decryption in Urban VANETs: A Hybrid Reinforcement Learning and Differential Evolution Approach. - Muhsen Alkhalidy; Mohammad Bany Taha; Rasel Chowdhury; Chamseddine Talhi; Hakima Ould-Slimane; Azzam Mourad (IEEE Open J. Commun. Soc., 2024)

Proactive and Intelligent Monitoring and Orchestration of Cloud-Native IP Multimedia Subsystem. - Rasel Chowdhury; Chamseddine Talhi; Hakima Ould-Slimane; Azzam Mourad (IEEE Open J. Commun. Soc., 2024)

CRAS-FL: Clustered resource-aware scheme for federated learning in vehicular networks. - Sawsan AbdulRahman; Ouns Bouachir; Safa Otoum; Azzam Mourad (Veh. Commun., 2024)

Crowdsourced vehicles and UAVs for last-mile delivery application using blockchain-hosted matching mechanism. - Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Azzam Mourad (Veh. Commun., 2024)

LearnChain: Transparent and cooperative reinforcement learning on Blockchain. - Hani Sami; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Jamal Bentahar; Azzam Mourad (Future Gener. Comput. Syst., 2024)

Projected Natural Gradient Method: Unveiling Low-Power Perturbation Vulnerabilities in Deep-Learning-Based Automatic Modulation Classification. - Mohamed Chiheb Ben Nasr; Paulo Freitas de Araujo-Filho; Georges Kaddoum; Azzam Mourad (IEEE Internet Things J., 2024)

Multi-Agent Deep Reinforcement Learning for Resource Management in On-Demand Environments. - Mario Chahoud; Hani Sami; Rabeb Mizouni; Hadi Otrok; Jamal Bentahar; Azzam Mourad; Chamseddine Talhi (IWCMC, 2025)

Quishing Attack Detection and Mitigation Using Machine Learning and Deep Learning for Malicious URL Identification. - Ahmad Tayachi; Bassem Ouni; Azzam Mourad; Aiman Erbad (IWCMC, 2025)

CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning. - 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; et al. (Comput. Biol. Medicine, 2025)

Dynamic Split Federated Learning for resource-constrained IoT systems. - Mohamad Wazzeh; Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Chamseddine Talhi; Zbigniew Dziong; Changdong Wang 001; Mohsen Guizani (Comput. Commun., 2025)

Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities. - Osama Wehbi; Sarhad Arisdakessian; Mohsen Guizani; Omar Abdel Wahab 001; Azzam Mourad; Hadi Otrok; Hoda Alkhzaimi; Bassem Ouni (IEEE Internet Things J., 2025)

Federated Learning and Evolutionary Game Model for Fog Federation Formation. - Zyad Yasser; Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Zbigniew Dziong; Mohsen Guizani (IEEE Internet Things J., 2025)

Trust driven On-Demand scheme for client deployment in Federated Learning. - Mario Chahoud; Azzam Mourad; Hadi Otrok; Jamal Bentahar; Mohsen Guizani (Inf. Process. Manag., 2025)

Reward shaping in DRL: A novel framework for adaptive resource management in dynamic environments. - Mario Chahoud; Hani Sami; Rabeb Mizouni; Jamal Bentahar; Azzam Mourad; Hadi Otrok; Chamseddine Talhi (Inf. Sci., 2025)

Efficient privacy-preserving ML for IoT: Cluster-based split federated learning scheme for non-IID data. - Mohamad Arafeh; Mohamad Wazzeh; Hani Sami; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Hadi Otrok (J. Netw. Comput. Appl., 2025)

Predictive safe delivery with machine learning and digital twins collaboration for decentralized crowdsourced systems. - Feruz K. Elmay; Maha Kadadha; Rabeb Mizouni; Shakti Singh; Azzam Mourad; Hadi Otrok (J. Netw. Comput. Appl., 2025)

WFSL: Warmup-Based Federated Sequential Learning. - Mohamad Arafeh; Ahmad Hammoud; Mohsen Guizani; Azzam Mourad; Hadi Otrok; Hakima Ould-Slimane; Zbigniew Dziong; Chang-Dong Wang 001; Di Wu 001 (IEEE Internet Things J., 2025)

Learning Resilient Distributed Channel Access Policies in V2I Networks Under Intelligent Jamming. - Abdul Basit 010; Georges Kaddoum; Azzam Mourad (IEEE Internet Things J., 2025)

On-Demand Model and Client Deployment in Federated Learning With Deep Reinforcement Learning. - Mario Chahoud; Hani Sami; Azzam Mourad; Hadi Otrok; Jamal Bentahar; Mohsen Guizani (IEEE Internet Things J., 2025)

Comprehensive review of reinforcement learning for medical ultrasound imaging. - 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; et al. (Artif. Intell. Rev., 2025)

A Bayesian Neural Network for Robust Automatic Modulation Classification: Mitigating Adversarial Amplification. - Mohamed Chiheb Ben Nasr; Paulo Freitas de Araujo-Filho; Georges Kaddoum; Azzam Mourad (IEEE Internet Things J., 2025)

Digital-twins and machine learning-assisted stable, energy-aware unmanned aerial and ground vehicles delivery in blockchain-enabled crowdsourcing framework. - Feruz K. Elmay; Maha Kadadha; Shakti Singh; Rabeb Mizouni; Hadi Otrok; Azzam Mourad (Future Gener. Comput. Syst., 2026)