| 2026 | LANMAN | A Comparative Analysis of Quantum Genetic Algorithms and Deep Reinforcement Learning for Resource Allocation Optimization. | Khalid Abualsaud, Elias Yaacoub, Aiman Erbad |
| 2026 | Persuasive | Role-Taking as a Method for Security Behaviour Change: A Qualitative Analysis of User Experience. | Aya Muhanad, Tourjana Islam Supti, Mahmoud Barhamgi, Khaled M. Khan, Aiman Erbad, Raian Ali |
| 2026 | WCNC | Resource-Aware Semantic Communication with Adaptive Vision Transformers for Digital Twins. | Esmail Almosharea, Emna Baccour, Aiman Erbad, Mohamed M. Abdallah, Amr Mohamed, Mounir Hamdi |
| 2025 | AICCSA | A Monte-Carlo Method for Designing Compressed Sensing Measurement Matrices, with Applications to Robot Path Planning and Environmental Sensing. | Alghalya Al-Hajri, Ejmen Al-Ubejdij, Aiman Erbad, Ali Safa |
| 2025 | AICCSA | A Distributed Federated Learning Framework for Privacy-Preserving ADHD Diagnosis. | Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Aiman Erbad |
| 2025 | ISNCC | An ML-driven PLA Scheme for Inter-Satellite Communication. | Nora Abdelsalam, Waqas Aman, Marwa K. Qaraqe, Saif Al-Kuwari, Aiman Erbad |
| 2025 | IWCMC | Federated Learning of Low-Rank One-Shot Image Detection Models in Edge Devices with Scalable Accuracy and Compute Complexity. | Abdul Hannaan, Zubair Shah, Aiman Erbad, Amr Mohamed, Ali Safa |
| 2025 | IWCMC | Quishing Attack Detection and Mitigation Using Machine Learning and Deep Learning for Malicious URL Identification. | Ahmad Tayachi, Bassem Ouni, Azzam Mourad, Aiman Erbad |
| 2025 | QCE | Effective Scheduling for Quantum Data Centers. | Zebo Yang, Chenliang Tian, Raj Jain, Ramana Kompella, Reza Nejabati, Mounir Hamdi, Aiman Erbad, Hassan Shapourian |
| 2025 | VTC | Maturing Federated Transfer Learning for Adaptive Beam Selection in mmWave MIMO Systems. | Shaimaa Hassanein, Elias Yaacoub, Tamer Khattab, Aiman Erbad |
| 2025 | WCNC | Active Prompt Caching in Edge Networks for Generative AI and LLMs: An RL-Based Approach. | Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani |
| 2024 | DCAI | An Explainable AI-Based Demand Response Optimization Framework for Smart Buildings. | Muhammad Ibrar, Hayla Nahom Abishu, Abegaz Mohammed Seid, Sergio Mrquez Snchez, Javier Hernandez Fernandez, Juan Manuel Corchado, Aiman Erbad |
| 2024 | GLOBECOM | On the Detection of Replay Authentication Attacks Through Channel State Information Analysis. | Nora Basha, Bechir Hamdaoui, Aiman Erbad, Mohsen Guizani |
| 2024 | GLOBECOM | Coalitional Game-guided Reinforcement Learning for P2P Resource Trading in Sliced IIoT Networks. | Gordon Owusu Boateng, Aiman Erbad, Abegaz Mohammed Seid, Mounir Hamdi, Xiansheng Guo, Mohsen Guizani |
| 2024 | GLOBECOM | Resource Allocation and QoE Maximization in Aerial MEC-empowered Metaverse Service: A CCM-Multi-agent DRL approach. | Abegaz Mohammed Seid, Hayla Nahom Abishu, Gordon Owusu Boateng, Aiman Erbad, Mounir Hamdi, Mohsen Guizani |
| 2024 | IWCMC | Multi-Agent DRL-based Multi-Objective Demand Response Optimization for Real-Time Energy Management in Smart Homes. | Hayla Nahom Abishu, Abegaz Mohammed Seid, Sergio Mrquez Snchez, Javier Hernandez Fernandez, Juan Manuel Corchado, Aiman Erbad |
| 2024 | IWCMC | Real-time Emergency Message Dissemination in IoV: A Cluster-based Approach with SDN and Fog Computing. | Afshan Ahmed, Muhammad Ibrar, Muhammad Munwar Iqbal, Aiman Erbad, Sohail Jabbar |
| 2024 | IWCMC | LRS | Muhammad Ibrar, Aamir Akbar, Nadir Shah, Aiman Erbad, Kamran Ali |
| 2024 | IWCMC | Survey on Demand Response in the Landscape of Adaptive and Intelligent Building Energy Management Systems. | Muhammad Ibrar, Hayla Nahom Abishu, Abegaz Mohammed Seid, Sergio Mrquez Snchez, Javier Hernandez Fernandez, Juan Manuel Corchado, Aiman Erbad |
| 2024 | IWCMC | RL-Based Incentive Cooperative Data Learning Framework Over Blockchain in Healthcare Applications (RL-ICDL-BC). | Ali Riahi, Aiman Erbad, Abdelaziz Bouras, Amr Mohamed |
| 2024 | IWCMC | Reinforcement Learning-based anti-Jamming Solution for Aerial RIS-aided Dense Dynamic Multi-User Environments. | Zain Ul Abideen Tariq, Emna Baccour, Aiman Erbad, Mounir Hamdi |
| 2024 | PIMRC | Energy Efficient Delay-Aware Design for MEC-enabled DT-Assisted Air-Ground Network. | Muhammet Hevesli, Abegaz Mohammed Seid, Aiman Erbad, Mohamed M. Abdallah |
| 2024 | WCNC | Game-Theoretic Federated Meta-learning for Blockchain-Assisted Metaverse. | Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani |
| 2024 | WISE | The Impact of Personality Traits and Need for Cognition on Cybersecurity Behavior: A Study Across Arab and European Samples. | Eiman A. Al-Hamad, Sameha Alshakhsi, Areej Babiker, Aiman Erbad, Raian Ali |
| 2024 | WISE | Reporting Social Media Fraud: Motivations, Barriers, and Reporting Mechanism. | Eiman A. Al-Hamad, Aiman Erbad, Raian Ali |
| 2023 | GLOBECOM | Meta Reinforcement Learning for Strategic IoT Deployments Coverage in Disaster-Response UAV Swarms. | Marwan Dhuheir, Aiman Erbad, Ala I. Al-Fuqaha |
| 2023 | GLOBECOM | Hierarchical DRL-empowered Network Slicing in Space-Air-Ground Networks. | Abegaz Mohammed Seid, Hayla Nahom Abishu, Aiman Erbad, Carla Fabiana Chiasserini |
| 2023 | ISCC | RL-CEALS: Reinforcement Learning for Collaborative Edge Assisted Live Streaming. | Ilyes Mrad, Emna Baccour, Ridha Hamila, Muhammad Asif Khan, Aiman Erbad, Mounir Hamdi |
| 2023 | ISNCC | Enhancing Global Model Accuracy: Federated Learning for Imbalanced Medical Image Datasets. | Khalid Mahmoud Mohammad Dolaat, Aiman Erbad, Muhammad Ibrar |
| 2023 | ISNCC | A Hybrid Approach for Food Name Recognition in Restaurant Reviews. | Ali Haider, Sana Saeed, Kashif Bilal, Aiman Erbad |
| 2023 | ISNCC | A Novel Optimal Wireless Thermal Sensor Placement Approach for Large Commercial Buildings. | Mahdi Houchati, Aymen Omri, Hussam Kanaan, Aiman Erbad, Muhammad Ibrar, Juan M. Corchado, Sergio Mrquez Snchez |
| 2023 | ISNCC | Performance Evaluation of Machine Learning-Based Misbehavior Detection Systems in VANETs: A Comprehensive Study. | Hela Marouane, Abdulhalim Dandoush, Lamine Amour, Aiman Erbad |
| 2023 | ISNCC | Achieving Quality of Service and Traffic Equilibrium in Software-Defined IoT Networks. | Samra Zafar, Muhammad Ibrar, Aiman Erbad, Bakhtawar Zafar, Nizam Hussain Zaydi, Xiaopeng Hu |
| 2023 | IWCMC | Secure Wireless Sensor Networks for Anti-Jamming Strategy Based on Game Theory. | Zina Chkirbene, Ridha Hamila, Aiman Erbad |
| 2023 | IWCMC | REED: Enhanced Resource Allocation and Energy Management in SDN-Enabled Edge Computing-Based Smart Buildings. | Muhammad Ibrar, Aiman Erbad, Mohammed Abegaz, Aamir Akbar, Mahdi Houchati, Juan M. Corchado |
| 2023 | IWCMC | Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems. | Fazeela Mazhar Khan, Emna Baccour, Aiman Erbad, Mounir Hamdi |
| 2023 | IWCMC | BC-FL Location-Based Disease Detection in Healthcare IoT. | Ali Riahi, Amr Mohamed, Aiman Erbad |
| 2023 | IWCMC | HDFRL-empowered Energy Efficient Resource Allocation for Aerial MEC-enabled Smart City Cyber Physical System in 6G. | Abegaz Mohammed Seid, Hayla Nahom Abishu, Aiman Erbad, Mohsen Guizani |
| 2023 | WCNC | LLHR: Low Latency and High Reliability CNN Distributed Inference for Resource-Constrained UAV Swarms. | Marwan Dhuheir, Aiman Erbad, Sinan Sabeeh |
| 2022 | GLOBECOM | FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network. | Abegaz Mohammed Seid, Hayla Nahom Abishu, Abdullatif Albaseer, Aiman Erbad, Mohamed Abdallah, Mohsen Guizani |
| 2022 | IWCMC | Balanced Energy Consumption Based on Historical Participation of Resource-Constrained Devices in Federated Edge Learning. | Abdullatif Albaseer, Mohamed Abdallah, Ala I. Al-Fuqaha, Aiman Erbad |
| 2022 | IWCMC | Region of Interest Optimization for Delay-sensitive Telemedicine Applications. | Somayya Elmoghazy, Elias Yaacoub, Nikhil V. Navkar, Amr Mohamed, Aiman Erbad |
| 2022 | IWCMC | RL-Assisted Energy-Aware User-Edge Association for IoT-based Hierarchical Federated Learning. | Hassan Saadat, Mhd Saria Allahham, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed |
| 2022 | PIMRC | Secure Medical Data Sharing For Healthcare System. | Zina Chkirbene, Ridha Hamila, Aiman Erbad |
| 2022 | PIMRC | Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design. | Ilyes Mrad, Lutfi Samara, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz |
| 2022 | WCNC | Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks. | Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2022 | WCNC | PLS Performance Analysis of a Hybrid NOMA-OMA based IoT System with Mobile Sensors. | Hela Chamkhia, Aiman Erbad, Abdulla K. Al-Ali, Amr Mohamed, Ahmed Refaey, Mohsen Guizani |
| 2022 | WCNC | Dynamic LoRa Wireless Networks Powered by Hybrid Energy. | Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi |
| 2021 | GLOBECOM | A Robust Protocol for Smart eHealthcare based on Elliptic Curve Cryptography and Fuzzy logic in IoT. | Abderrazak Abdaoui, Aiman Erbad, Abdulla K. Al-Ali, Amr Mohamed, Mohsen Guizani |
| 2021 | GLOBECOM | Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks. | Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad |
| 2021 | GLOBECOM | Energy-Efficient Device Assignment and Task Allocation in Multi-Orchestrator Mobile Edge Learning. | Mhd Saria Allahham, Sameh Sorour, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2021 | GLOBECOM | Security Performance Analysis of a Health System using Hybrid NOMA-OMA based IoT System. | Hela Chamkhia, Aiman Erbad, Abdullah Al-Ali, Amr Mohamed, Ahmed Refaey, Mohsen Guizani |
| 2021 | GLOBECOM | Patient-Driven Network Selection in multi-RAT Health Systems Using Deep Reinforcement Learning. | Heba D. M. Dawoud, Mhd Saria Allahham, Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2021 | GLOBECOM | Reinforcement Learning for Hybrid Energy LoRa Wireless Networks. | Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi |
| 2021 | GLOBECOM | Hierarchical Federated Learning over HetNets enabled by Wireless Energy Transfer. | Rami Hamdi, Ahmed Ben Said, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani |
| 2021 | GLOBECOM | Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints. | Ilyes Mrad, Lutfi Samara, Alaa Awad Abdellatif, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad |
| 2021 | HPSR | CAE Adaptive Compression, Transmission Energy and Cost Optimization for m-Health Systems. | Abeer Z. Al-Marridi, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2021 | IWCMC | Data Augmentation for Intrusion Detection and Classification in Cloud Networks. | Zina Chkirbene, Habib Ben Abdallah, Kawther Hassine, Ridha Hamila, Aiman Erbad |
| 2021 | IWCMC | Cooperative Machine Learning Techniques for Cloud Intrusion Detection. | Zina Chkirbene, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz, Nasser Al-Emadi, Mounir Hamdi |
| 2021 | IWCMC | Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey. | Marwan Dhuheir, Abdullatif Albaseer, Emna Baccour, Aiman Erbad, Mohamed M. Abdallah, Mounir Hamdi |
| 2021 | IWCMC | Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks. | Marwan Dhuheir, Emna Baccour, Aiman Erbad, Sinan Sabeeh, Mounir Hamdi |
| 2021 | IWCMC | UAVs Smart heuristics for Target Coverage and Path Planning Through Strategic Locations. | Hend Gedawy, Abdulla K. Al-Ali, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2020 | GLOBECOM | DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems. | Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani |
| 2020 | HealthCom | Energy-Efficient Networks Selection Based Deep Reinforcement Learning for Heterogeneous Health Systems. | Zina Chkirbene, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2020 | ISNCC | Proportionally Fair approach for Tor's Circuits Scheduling. | Lamiaa Basyoni, Aiman Erbad, Amr Mohamed, Ahmed Refaey, Mohsen Guizani |
| 2020 | IWCMC | Smart Health Monitoring for Seizure Detection using Mobile Edge Computing. | Zien Sheikh Ali, Nandhini Subramanian, Aiman Erbad |
| 2020 | IWCMC | CE-D2D: Collaborative and Popularity-aware Proactive Chunks Caching in Edge Networks. | Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani, Mounir Hamdi |
| 2020 | IWCMC | EEG-based Analysis Study for Patients Receiving Intravenous Antibiotic Medication. | Zina Chkirbene, Abeer Z. Al-Marridi, Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, Mark Dennis O'Connor, James Laughton, Anthony Villacorte, Johansen Menez |
| 2020 | IWCMC | Iterative Per Group Feature Selection For Intrusion Detection. | Zina Chkirbene, Aiman Erbad, Ridha Hamila, Ala Gouissem, Amr Mohamed, Mohsen Guizani, Mounir Hamdi |
| 2020 | IWCMC | Smart Edge Healthcare Data Sharing System. | Zina Chkirbene, Amr Mohamed, Aiman Erbad, Mohsen Guizani |
| 2020 | IWCMC | Blockchain Based Decentralized Trust Management framework. | Omar Ait Oualhaj, Amr Mohamed, Mohsen Guizani, Aiman Erbad |
| 2020 | WCNC | Weighted Trustworthiness for ML Based Attacks Classification. | Zina Chkirbene, Aiman Erbad, Ridha Hamila, Ala Gouissem, Amr Mohamed, Mohsen Guizani, Mounir Hamdi |
| 2019 | GLOBECOM | Transcoding Resources Forecasting and Reservation for Crowdsourced Live Streaming. | Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani |
| 2019 | ICCCN | Supervised Machine Learning Techniques for Efficient Network Intrusion Detection. | Nada Aboueata, Sara Alrasbi, Aiman Erbad, Andreas Kassler, Deval Bhamare |
| 2019 | IWCMC | Efficient EEG Mobile Edge Computing and Optimal Resource Allocation for Smart Health Applications. | Abeer Z. Al-Marridi, Amr Mohamed, Aiman Erbad, Abdulla K. Al-Ali, Mohsen Guizani |
| 2019 | IWCMC | CE-D2D: Dual Framework Chunks Caching and offloading in Collaborative Edge networks with D2D communication. | Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani |
| 2019 | IWCMC | Green data center networks: a holistic survey and design guidelines. | Emna Baccour, Sebti Foufou, Ridha Hamila, Aiman Erbad |
| 2019 | IWCMC | Empirical Performance Evaluation of QUIC Protocol for Tor Anonymity Network. | Lamiaa Basyoni, Aiman Erbad, Mashael Al Sabah, Noora Fetais, Mohsen Guizani |
| 2019 | IWCMC | Important Complexity Reduction of Random Forest in Multi-Classification Problem. | Kawther Hassine, Aiman Erbad, Ridha Hamila |
| 2019 | IWCMC | A Survey on Recent Approaches in Intrusion Detection System in IoTs. | Aliya Tabassum, Aiman Erbad, Mohsen Guizani |
| 2019 | WCNC | Proactive Video Chunks Caching and Processing for Latency and Cost Minimization in Edge Networks. | Emna Baccour, Aiman Erbad, Amr Mohamed, Kashif Bilal, Mohsen Guizani |
| 2019 | WCNC | A Combined Decision for Secure Cloud Computing Based on Machine Learning and Past Information. | Zina Chkirbene, Aiman Erbad, Ridha Hamila |
| 2019 | SECON | Compress or Interfere? | Alaa Awad Abdellatif, Lutfi Samara, Amr Mohamed, Abdulla K. Al-Ali, Aiman Erbad, Mohsen Guizani |
| 2018 | IWCMC | Convolutional Autoencoder Approach for EEG Compression and Reconstruction in m-Health Systems. | Abeer Z. Al-Marridi, Amr Mohamed, Aiman Erbad |
| 2017 | IC2E | Impact of Multiple Video Representations in Live Streaming: A Cost, Bandwidth, and QoE Analysis. | Kashif Bilal, Aiman Erbad |
| 2017 | ICCCN | Fault and Performance Management in Multi-Cloud Based NFV Using Shallow and Deep Predictive Structures. | Lav Gupta, Mohammed Samaka, Raj Jain, Aiman Erbad, Deval Bhamare, H. Anthony Chan |
| 2015 | IC2E | Multi-cloud Distribution of Virtual Functions and Dynamic Service Deployment: Open ADN Perspective. | Deval Bhamare, Raj Jain, Mohammed Samaka, Gabor Vaszkun, Aiman Erbad |
| 2014 | MMSys | On Optimizing MMVEs in Network-Aware Clouds. | Yu-Siang Huang, Cheng-Hsin Hsu, Magda El Zarki, Aiman Erbad, Nalini Venkatasubramanian |
| 2012 | WWW | DOHA: scalable real-time web applications through adaptive concurrent execution. | Aiman Erbad, Norman C. Hutchinson, Charles Krasic |
| 2010 | MMSys | Paceline: latency management through adaptive output. | Aiman Erbad, Mahdi Tayarani Najaran, Charles Krasic |
| 2008 | PERCOM | MAGIC Broker: A Middleware Toolkit for Interactive Public Displays. | Aiman Erbad, Michael Blackstock, Adrian Friday, Rodger Lea, Jalal Al-Muhtadi |