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
Mohsen Guizani

AI-based UAV navigation framework with digital twin technology for mobile target visitation, Abdulrahman Soliman, Abdulla Al-Ali, Amr Mohamed, Hend Gedawy, Daniel Izham, Mohamad Bahri, Aiman Erbad, Mohsen Guizani
Machine Learning Faculty Publications

Stochastic Geometry-based Physical Layer Security Performance Analysis of a Hybrid NOMA-PDM based IoT System, Hela Chamkhia, Aiman Erbad, Amr Mohamed, Ahmed Refaey Hussein, Abdullah Al-Ali, Mohsen Guizani
Machine Learning Faculty Publications

AI-based UAV navigation framework with digital twin technology for mobile target visitation, Abdulrahman Soliman, Abdulla Al-Ali, Amr Mohamed, Hend Gedawy, Daniel Izham, Mohamad Bahri, Aiman Erbad, Mohsen Guizani
Mohsen Guizani

Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-agent Deep Reinforcement Learning Approach, Abegaz Mohammed Seid, Aiman Erbad, Hayla Nahom Abishu, Abdullatif Albaseer, Mohammed Abdallah, Mohsen Guizani
Mohsen Guizani

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
Machine Learning Faculty Publications

Multi-agent Federated Reinforcement Learning for Resource Allocation in UAV-enabled Internet of Medical Things Networks, Abegaz Mohammed Seid, Aiman Erbad, Hayla Nahom Abishu, Abdullatif Albaseer, Mohamed Abdallah, Mohsen Guizani
Machine Learning Faculty Publications

Reinforcement Learning for Intelligent Healthcare Systems: A Review of Challenges, Applications, and Open Research Issues, Alaa Awad Abdellatif, Naram Mhaisen, Amr Mohamed, Aiman Erbad, Mohsen Guizani
Machine Learning Faculty Publications

Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer, Rami Hamdi, Ahmed Ben Said, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent-Slicing: An AI-assisted Network Slicing Framework for 5G-and-Beyond Networks, Alaa Awad Abdellatif, Amr Abo-eleneen, Amr Mohamed, Aiman Erbad, Nikhil V. Navkar, Mohsen Guizani
Machine Learning Faculty Publications

Network Intrusion Detection for Smart Infrastructure using Multi-Armed Bandit based Reinforcement Learning in Adversarial Environment, Zain Ul Abideen Tariq, Emna Baccour, Aiman Erbad, Mohsen Guizani, Mounir Hamdi
Mohsen Guizani

Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-agent Deep Reinforcement Learning Approach, Abegaz Mohammed Seid, Aiman Erbad, Hayla Nahom Abishu, Abdullatif Albaseer, Mohammed Abdallah, Mohsen Guizani
Machine Learning Faculty Publications

Message from the IWCMC 2022 Chairs, Vlatko Lipovac, Adriana Lipovac, Bo Rong, Azzam Mourad, Fakhry Karray, Shuai Han, Yi Qian, Aiman Erbad, Moayad Aloqaily
Fakhreddine (Fakhri) Karray

Network Intrusion Detection for Smart Infrastructure using Multi-Armed Bandit based Reinforcement Learning in Adversarial Environment, Zain Ul Abideen Tariq, Emna Baccour, Aiman Erbad, Mohsen Guizani, Mounir Hamdi
Machine Learning Faculty Publications

Motivating learners in multiorchestrator mobile edge learning: A stackelberg game approach, Mhd Saria Allahham, Amr Mohamed, Aiman Erbad, Mohsen Guizani
Machine Learning Faculty Publications

Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence, Emna Baccour, Naram Mhaisen, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
Mohsen Guizani

FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network, Abegaz Mohammed, Aiman Erbad, Hayla Nahom, Abdullatif Albaseer, Mohammed Abdallah, Mohsen Guizani
Mohsen Guizani

Blockchain-based Resource Trading in Multi-UAV-assisted Industrial IoT Networks: A Multi-agent DRL Approach, Abegaz Mohammed Seid, Hayla Nahom Abishu, Yasin Habtamu Yacob, Tewodros Alemu Ayall, Aiman Erbad, Mohsen Guizani
Mohsen Guizani

Blockchain-based Resource Trading in Multi-UAV-assisted Industrial IoT Networks: A Multi-agent DRL Approach, Abegaz Mohammed Seid, Hayla Nahom Abishu, Yasin Habtamu Yacob, Tewodros Alemu Ayall, Aiman Erbad, Mohsen Guizani
Machine Learning Faculty Publications

FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network, Abegaz Mohammed, Aiman Erbad, Hayla Nahom, Abdullatif Albaseer, Mohammed Abdallah, Mohsen Guizani
Machine Learning Faculty Publications

Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence, Emna Baccour, Naram Mhaisen, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
Machine Learning Faculty Publications

Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks, Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, Mohsen Guizani
Mohsen Guizani

Message from the IWCMC 2022 Chairs, Vlatko Lipovac, Adriana Lipovac, Bo Rong, Azzam Mourad, Fakhry Karray, Shuai Han, Yi Qian, Aiman Erbad, Moayad Aloqaily
Machine Learning Faculty Publications

RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
Mohsen Guizani

Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks, Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, Mohsen Guizani
Machine Learning Faculty Publications

RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
Machine Learning Faculty Publications

Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous multi-RAT Networks, Mhd Saria Allahham, Alaa Awad Abdellatif, Naram Mhaisen, Amr Mohamed, Aiman Erbad, Mohsen Guizani
Machine Learning Faculty Publications