FogNetSim++: A Toolkit for Modeling and Simulation of Distributed Fog Environment. - Tariq Qayyum; Asad Waqar Malik; Muazzam Ali Khan Khattak; Osman Khalid; Samee U. Khan (IEEE Access, 2018)

Leveraging Fog Computing for Sustainable Smart Farming Using Distributed Simulation. - Asad Waqar Malik; Anis Ur Rahman 001; Tariq Qayyum; Sri Devi Ravana (IEEE Internet Things J., 2020)

Multi-Level Resource Sharing Framework Using Collaborative Fog Environment for Smart Cities. - Tariq Qayyum; Zouheir Trabelsi; Asad Waqar Malik; Kadhim Hayawi (IEEE Access, 2021)

xFogSim: A Distributed Fog Resource Management Framework for Sustainable IoT Services. - Asad Waqar Malik; Tariq Qayyum; Anis Ur Rahman 001; Muazzam Ali Khan; Osman Khalid; Samee U. Khan (IEEE Trans. Sustain. Comput., 2021)

Global Aggregation Node Selection Scheme in Federated Learning for Vehicular Ad Hoc Networks (VANETs). - Zouheir Trabelsi; Tariq Qayyum; Kadhim Hayawi; Muhammad Ali (COINS, 2022)

Mobility-aware hierarchical fog computing framework for Industrial Internet of Things (IIoT). - Tariq Qayyum; Zouheir Trabelsi; Asad Waqar Malik; Kadhim Hayawi (J. Cloud Comput., 2022)

Trajectory Design for UAV-Based Data Collection Using Clustering Model in Smart Farming. - Tariq Qayyum; Zouheir Trabelsi; Asad W. Malik; Kadhim Hayawi (Sensors, 2022)

Diagnosis of Schizophrenia from EEG signals Using ML Algorithms. - Tariq Qayyum; Zouheir Trabelsi; Assadullah Tariq; Abdelkader Nasreddine Belkacem; Mohamed Adel Serhani (BIBM, 2023)

Empowering Trustworthy Client Selection in Edge Federated Learning Leveraging Reinforcement Learning. - Asadullah Tariq; Abderrahmane Lakas; Farag M. Sallabi; Tariq Qayyum; Mohamed Adel Serhani; Ezedin Barka (SEC, 2023)

FL-ODP: An Optimized Differential Privacy Enabled Privacy Preserving Federated Learning. - Maria Iqbal; Asadullah Tariq; Muhammad Adnan 002; Irfan Uddin; Tariq Qayyum (IEEE Access, 2023)

Trustworthy Federated Learning: A Survey. - Asadullah Tariq; Mohamed Adel Serhani; Farag M. Sallabi; Tariq Qayyum; Ezedin Salem Barka; Khaled A. Shuaib (CoRR, 2023)

AI and Network Security Curricula: Minding the Gap. - Ban Al-Omar; Zouheir Trabelsi; Tariq Qayyum; Medha Mohan Ambali Parambil (EDUCON, 2024)

Enhancing Fog/Edge Computing Education Using Extended Network Simulator Omnet++ (xFogSim). - Tariq Qayyum; Zouheir Trabelsi; Ban Al-Omar; Medha Mohan Ambali Parambil (EDUCON, 2024)

Teaching DNS Spoofing Attack Using a Hands-on Cybersecurity Approach Based on Virtual Kali Linux Platform. - Zouheir Trabelsi; Medha Mohan Ambali Parambil; Tariq Qayyum; Ban Al-Omar (EDUCON, 2024)

Quantum Federated Learning: Bridging Quantum Computing and Distributed AI. - Tariq Qayyum; M. Waqas Haseeb Khan; Asadullah Tariq; Mohamed Adel Serhani; Farag M. Sallabi; Zouheir Trabelsi; Ikbal Taleb (UCC, 2024)

Fuzzy-based task offloading in Internet of Vehicles (IoV) edge computing for latency-sensitive applications. - Zouheir Trabelsi; Muhammad Ali; Tariq Qayyum (Internet Things, 2024)

Trustworthy Federated Learning: A Comprehensive Review, Architecture, Key Challenges, and Future Research Prospects. - Asadullah Tariq; Mohamed Adel Serhani; Farag M. Sallabi; Ezedin Salem Barka; Tariq Qayyum; Heba M. Khater; Khaled A. Shuaib (IEEE Open J. Commun. Soc., 2024)

Incorporating Dark Web Education into Cybersecurity Curricula. - Zouheir Trabelsi; Firas Saidi; Ban Alomar; Tariq Qayyum (EDUCON, 2025)

Intelligent Task Offloading in VANETs: A Hybrid AI-Driven Approach for Low-Latency and Energy Efficiency. - Tariq Qayyum; Asadullah Tariq; Muhammad Ali; Mohamed Adel Serhani; Zouheir Trabelsi; Maite López-Sánchez (IWCMC, 2025)

Meta-XPFL: An Explainable and Personalized Federated Meta-Learning Framework for Privacy-Aware IoMT. - Mohamed Adel Serhani; Asadullah Tariq; Tariq Qayyum; Ikbal Taleb; Irfanud Din; Zouheir Trabelsi (IEEE Internet Things J., 2025)

Blockchain and Distributed Ledger Technologies for Cyberthreat Intelligence Sharing. - Asadullah Tariq; Tariq Qayyum; Saed Alrabaee; Mohamed Adel Serhani (CoRR, 2025)

DHFL: Decentralized Hierarchical Federated Learning With Dynamic Global Aggregation for Privacy-Aware Fog Computing. - Tariq Qayyum; Zouheir Trabelsi; Asad Waqar Malik; Asadullah Tariq; Irfanud Din (IEEE Trans. Consumer Electron., 2025)

Leveraging Game Theory and XAI for Data Quality-Driven Sample and Client Selection in Trustworthy Split Federated Learning. - Asadullah Tariq; Farag M. Sallabi; Mohamed Adel Serhani; Tariq Qayyum; Ezedin Salem Barka (IEEE Trans. Consumer Electron., 2025)