A Survey on Securing 6G Wireless Communications based Optimization Techniques, Ammar K. Abasi, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Merouane Debbah, Fakhri Karray
Fakhreddine (Fakhri) Karray

Secure Federated Learning with Fully Homomorphic Encryption for IoT Communications, Neveen Mohammad Hijazi, Moayad Aloqaily, Mohsen Guizani, Bassem Ouni, Fakhri Karray
Fakhreddine (Fakhri) Karray

Self-Sovereign Identity for Trust and Interoperability in the Metaverse, Siem Ghirmai, Daniel Mebrahtom, Moayad Aloqaily, Mohsen Guizani, Merouane Debbah
Mérouane Debbah

Computation Offloading and Resource Allocation Based on DT-MEC-Assisted Federated Learning Framework, Yejun He, Mengna Yang, Zhou He, Mohsen Guizani
Mohsen Guizani

Blockchain and Multi-Agent Learning Empowered Incentive IRS Resource Scheduling for Intelligent Reconfigurable Networks, Qianqian Pan, Jun Wu, Jianhua Li, Wu Yang, Mohsen Guizani
Mohsen Guizani

Intent-driven Closed-Loop Control and Management Framework for 6G Open RAN, Jingwen Zhang, Chungang Yang, Ru Dong, Yao Wang, Alagan Anpalagan, Qiang Ni, 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
Mohsen Guizani

Edge-Assisted Hierarchical Batch Authentication Scheme for VANETs, Chengzhi Yan, Chen Wang, Jian Shen, Kapal Dev, Mohsen Guizani, Weizheng Wang
Mohsen Guizani

A Multi-Agent Reinforcement Learning Approach for Massive Access in NOMA-URLLC Networks, Huimei Han, Xin Jiang, Weidang Lu, Wenchao Zhai, Ying Li, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

A DDPG Hybrid of Graph Attention Network and Action Branching for Multi-Scale End-Edge-Cloud Vehicular Orchestrated Task Offloading, Yejun He, Xiaoxu Zhong, Youhui Gan, Haixia Cui, Mohsen Guizani
Mohsen Guizani

Exploring Adversarial Graph Autoencoders to Manipulate Federated Learning in The Internet of Things, Kai Li, Xin Yuan, Jingjing Zheng, Wei Ni, Mohsen Guizani
Mohsen Guizani

Low-latency Scheduling Approach for Dependent Tasks in MEC-enabled 5G Vehicular Networks, Zhiying Wang, Gang Sun, Hanyue Su, Hongfang Yu, Bo Lei, Mohsen Guizani
Mohsen Guizani

Enhanced multi-objective gorilla troops optimizer for real-time multi-user dependent tasks offloading in edge-cloud computing, Khalid M. Hosny, Ahmed I. Awad, Marwa M. Khashaba, Mostafa M. Fouda, Mohsen Guizani, Ehab R. Mohamed
Mohsen Guizani

Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE, Peiying Zhang, Ning Chen, Neeraj Kumar, Laith Abualigah, Mohsen Guizani, Youxiang Duan, Jian Wang, Sheng Wu
Mohsen Guizani

Federated Learning and NFT-Based Privacy-Preserving Medical Data Sharing Scheme for Intelligent Diagnosis in Smart Healthcare, Siva Sai, Vikas Hassija, Vinay Chamola, Mohsen Guizani
Mohsen Guizani

Exploiting Spatial Correlations: Group Key Generation for Secure IoT Device Networks, Mohammed Omar, Ahmed Badawy, Khalid Abulsaud, Elias Yaacoub, Mohsen Guizani
Mohsen Guizani

Energy-Efficient Beam Training for RIS Assisted UAV Communications in Emergency Rescue Scenarios, Sihui Shang, Dongyang Xu, Pinyi Ren, Keping Yu, Mohsen Guizani
Mohsen Guizani

A Survey on Securing 6G Wireless Communications based Optimization Techniques, Ammar K. Abasi, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Merouane Debbah, Fakhri Karray
Mohsen Guizani

Toward Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunities, Kai Li, Billy Pik Lik Lau, Xin Yuan, Wei Ni, Mohsen Guizani, Chau Yuen
Mohsen Guizani

Self-Sovereign Identity for Trust and Interoperability in the Metaverse, Siem Ghirmai, Daniel Mebrahtom, Moayad Aloqaily, Mohsen Guizani, Merouane Debbah
Mohsen Guizani

Semi-Asynchronous Model Design for Federated Learning in Mobile Edge Networks, Jinfeng Zhang, Wei Liu, Yejun He, Zhou He, Mohsen Guizani
Mohsen Guizani

Optimization of CNN using modified Honey Badger Algorithm for Sleep Apnea detection, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani
Mohsen Guizani

Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks, Haotong Cao, Neeraj Kumar, Longxiang Yang, Mohsen Guizani, F. Richard Yu
Mohsen Guizani

Securing Fog Computing-based Industry 4.0 Communication Using Authenticated Key Agreement Scheme, Amit Kumar Mishra, Mohammad Wazid, D. P. Singh, Ashok Kumar Das, Mohsen Guizani
Mohsen Guizani

Multi-UAV-Assisted Federated Learning for Energy-Aware Distributed Edge Training, Jianhang Tang, Jiangtian Nie, Yang Zhang, Zehui Xiong, Wenchao Jiang, Mohsen Guizani
Mohsen Guizani

Secure Federated Learning with Fully Homomorphic Encryption for IoT Communications, Neveen Mohammad Hijazi, Moayad Aloqaily, Mohsen Guizani, Bassem Ouni, Fakhri Karray
Mohsen Guizani

Matrix Reconstruction Algorithm-Assisted Multi-Carrier DCSK Scheme: An Effective Solution for Frequency-Selective Fading Channel, Yiwei Tao, Yi Fang, Pingping Chen, Huan Ma, Mohsen Guizani
Mohsen Guizani

Unknown Threats Detection Methods of Smart Contracts, Daojing He, Ke Ding, Sammy Chan, Mohsen Guizani
Mohsen Guizani

A Joint Communication and Learning Framework for Hierarchical Split Federated Learning, Latif U. Khan, Mohsen Guizani, Ala Al-Fuqaha, Choong Seon Hong, Dusit Niyato, Zhu Han
Machine Learning Faculty Publications

A Multi-Agent Reinforcement Learning Approach for Massive Access in NOMA-URLLC Networks, Huimei Han, Xin Jiang, Weidang Lu, Wenchao Zhai, Ying Li, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Toward Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunities, Kai Li, Billy Pik Lik Lau, Xin Yuan, Wei Ni, Mohsen Guizani, Chau Yuen
Machine Learning Faculty Publications

Optimization of CNN using modified Honey Badger Algorithm for Sleep Apnea detection, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani
Machine Learning Faculty Publications

Node Connection Strength Matrix-Based Graph Convolution Network for Traffic Flow Prediction, Jian Chen, Wei Wang, Keping Yu, Xiping Hu, Ming Cai, Mohsen Guizani
Mohsen Guizani

Enhanced multi-objective gorilla troops optimizer for real-time multi-user dependent tasks offloading in edge-cloud computing, Khalid M. Hosny, Ahmed I. Awad, Marwa M. Khashaba, Mostafa M. Fouda, Mohsen Guizani, Ehab R. Mohamed
Machine Learning Faculty Publications

Intent-driven Closed-Loop Control and Management Framework for 6G Open RAN, Jingwen Zhang, Chungang Yang, Ru Dong, Yao Wang, Alagan Anpalagan, Qiang Ni, Mohsen Guizani
Machine Learning Faculty Publications

Blockchain and Multi-Agent Learning Empowered Incentive IRS Resource Scheduling for Intelligent Reconfigurable Networks, Qianqian Pan, Jun Wu, Jianhua Li, Wu Yang, Mohsen Guizani
Machine Learning Faculty Publications

Edge-Assisted Hierarchical Batch Authentication Scheme for VANETs, Chengzhi Yan, Chen Wang, Jian Shen, Kapal Dev, Mohsen Guizani, Weizheng Wang
Machine Learning Faculty Publications

Matrix Reconstruction Algorithm-Assisted Multi-Carrier DCSK Scheme: An Effective Solution for Frequency-Selective Fading Channel, Yiwei Tao, Yi Fang, Pingping Chen, Huan Ma, 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
Machine Learning Faculty Publications

Secure Federated Learning with Fully Homomorphic Encryption for IoT Communications, Neveen Mohammad Hijazi, Moayad Aloqaily, Mohsen Guizani, Bassem Ouni, Fakhri Karray
Machine Learning Faculty Publications

A DDPG Hybrid of Graph Attention Network and Action Branching for Multi-Scale End-Edge-Cloud Vehicular Orchestrated Task Offloading, Yejun He, Xiaoxu Zhong, Youhui Gan, Haixia Cui, Mohsen Guizani
Machine Learning Faculty Publications

Energy-Efficient Beam Training for RIS Assisted UAV Communications in Emergency Rescue Scenarios, Sihui Shang, Dongyang Xu, Pinyi Ren, Keping Yu, Mohsen Guizani
Machine Learning Faculty Publications

A Multi-layer Information Dissemination Model and Interference Optimization Strategy for Communication Networks in Disaster Areas, Yuexia Zhang, Yang Hong, Mohsen Guizani, Sheng Wu, Peiying Zhang, Ruiqi Liu
Machine Learning Faculty Publications

Exploiting Spatial Correlations: Group Key Generation for Secure IoT Device Networks, Mohammed Omar, Ahmed Badawy, Khalid Abulsaud, Elias Yaacoub, Mohsen Guizani
Machine Learning Faculty Publications

Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE, Peiying Zhang, Ning Chen, Neeraj Kumar, Laith Abualigah, Mohsen Guizani, Youxiang Duan, Jian Wang, Sheng Wu
Machine Learning Faculty Publications

Federated Learning and NFT-Based Privacy-Preserving Medical Data Sharing Scheme for Intelligent Diagnosis in Smart Healthcare, Siva Sai, Vikas Hassija, Vinay Chamola, Mohsen Guizani
Machine Learning Faculty Publications

ILBPS: An Integrated Optimization Approach Based on Adaptive Load-Balancing and Heuristic Path Selection in SDN, Zongyu Ye, Gang Sun, Mohsen Guizani
Machine Learning Faculty Publications

Low-latency Scheduling Approach for Dependent Tasks in MEC-enabled 5G Vehicular Networks, Zhiying Wang, Gang Sun, Hanyue Su, Hongfang Yu, Bo Lei, 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

A Survey on Applications of Cache-Aided NOMA, Dipen Bepari, Soumen Mondal, Aniruddha Chandra, Rajeev Shukla, Yuanwei Liu, Mohsen Guizani, Arumugam Nallanathan
Machine Learning Faculty Publications

Optimized Multi-User Dependent Tasks Offloading in Edge-Cloud Computing Using Refined Whale Optimization Algorithm, Khalid M. Hosny, Ahmed I. Awad, Marwa M. Khashaba, Mostafa M. Fouda, Mohsen Guizani, Ehab R. Mohamed
Machine Learning Faculty Publications

A Two-Stage Strategy for UAV-enabled Wireless Power Transfer in Unknown Environments, Junling Shi, Peiyu Cong, Liang Zhao, Xingwei Wang, Shaohua Wan, Mohsen Guizani
Mohsen Guizani

A PDDQNLP Algorithm for Energy Efficient Computation Offloading in UAV-assisted MEC, Na Lin, Hailun Tang, Liang Zhao, Shaohua Wan, Ammar Hawbani, Mohsen Guizani
Mohsen Guizani

A Lightweight Authentication and Key Exchange Protocol with Anonymity for IoT, Daojing He, Yanchang Cai, Shanshan Zhu, Ziming Zhao, Sammy Chan, Mohsen Guizani
Mohsen Guizani

Analyzing the Impact of Machine Learning on Cancer Treatments, Victor Chang, Gunji Srilikhita, Qianwen Ariel Xu, M. A. Hossain, Mohsen Guizani
Mohsen Guizani

Blockchain-Based Decentralized and Lightweight Anonymous Authentication for Federated Learning, Mochan Fan, Zhipeng Zhang, Zonghang Li, Gang Sun, Hongfang Yu, 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
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

Detection of Vulnerabilities of Blockchain Smart Contracts, Daojing He, Rui Wu, Xinji Li, Sammy Chan, Mohsen Guizani
Mohsen Guizani

Dynamic and Efficient Spectrum Utilization for 6G With THz, mmWave, and RF Band, Preksha Jain, Akhil Gupta, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Editorial: Deep reinforcement learning for next-generation IoT networks, Sahil Garg, Jia Hu, Giancarlo Fortino, Laurence T. Yang, Mohsen Guizani, Xianjun Deng, Danda B. Rawat
Mohsen Guizani

Cross-Modal Object Detection via UAV, Ang Li, Shouxiang Ni, Yanan Chen, Jianxin Chen, Xin Wei, Liang Zhou, Mohsen Guizani
Mohsen Guizani

Coverage Optimization Based on Airborne Fog Computing for Internet of Medical Things, Chaogang Tang, Chunsheng Zhu, Mohsen Guizani
Mohsen Guizani

Cross-silo heterogeneous model federated multitask learning, Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani
Mohsen Guizani

Computation Offloading and Resource Allocation in NOMA-MEC: A Deep Reinforcement Learning Approach, Ce Shang, Yan Sun, Hong Luo, Mohsen Guizani
Mohsen Guizani

Collaborative Byzantine Resilient Federated Learning, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer M.S. Khattab, Mohsen Guizani
Mohsen Guizani

VNF and CNF Placement in 5G: Recent Advances and Future Trends, Wissal Attaoui, Essaid Sabir, Halima Elbiaze, Mohsen Guizani
Mohsen Guizani

Modal-aware Resource Allocation for Cross-modal Collaborative Communication in IIoT, Mingkai Chen, Lindong Zhao, Jianxin Chen, Xin Wei, Mohsen Guizani
Mohsen Guizani

Three-Stage Stackelberg Game Enabled Clustered Federated Learning in Heterogeneous UAV Swarms, Wenji He, Haipeng Yao, Tianle Mai, Fu Wang, Mohsen Guizani
Mohsen Guizani

Wave Height Prediction Suitable for Maritime Transportation Based on Green Ocean of Things, Ranran Lou, Zhihan Lv, Mohsen Guizani
Mohsen Guizani

Intelligent and Robust UAV-Aided Multiuser RIS Communication Technique With Jittering UAV and Imperfect Hardware Constraints, Abuzar B.M. Adam, Xiaoyu Wan, Mohammed A.M. Elhassan, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Quantum Learning on Structured Code with Computing Traps for Secure URLLC in Industrial IoT Scenarios, Dongyang Xu, Keping Yu, Li Zhen, Kim Kwang Raymond Choo, Mohsen Guizani
Mohsen Guizani

Fairness-Based 3D Multi-UAV Trajectory Optimization in Multi-UAV-Assisted MEC System, Yejun He, Youhui Gan, Haixia Cui, Mohsen Guizani
Mohsen Guizani

Energy-Aware Blockchain and Federated Learning-Supported Vehicular Networks, Moayad Aloqaily, Ismaeel Al Ridhawi, Mohsen Guizani
Mohsen Guizani

Energy Efficiency Maximization of Backscatter-Assisted Wireless-Powered MEC With User Cooperation, Yejun He, Xinying Wu, Zhou He, Mohsen Guizani
Mohsen Guizani

Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks, Haotong Cao, Neeraj Kumar, Longxiang Yang, Mohsen Guizani, F. Richard Yu
Machine Learning Faculty Publications

Securing Fog Computing-based Industry 4.0 Communication Using Authenticated Key Agreement Scheme, Amit Kumar Mishra, Mohammad Wazid, D. P. Singh, Ashok Kumar Das, Mohsen Guizani
Machine Learning Faculty Publications

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

Exploring Adversarial Graph Autoencoders to Manipulate Federated Learning in The Internet of Things, Kai Li, Xin Yuan, Jingjing Zheng, Wei Ni, Mohsen Guizani
Machine Learning Faculty Publications

A Survey on Securing 6G Wireless Communications based Optimization Techniques, Ammar K. Abasi, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Merouane Debbah, Fakhri Karray
Machine Learning Faculty Publications

Multi-UAV-Assisted Federated Learning for Energy-Aware Distributed Edge Training, Jianhang Tang, Jiangtian Nie, Yang Zhang, Zehui Xiong, Wenchao Jiang, Mohsen Guizani
Machine Learning Faculty Publications

Semi-Asynchronous Model Design for Federated Learning in Mobile Edge Networks, Jinfeng Zhang, Wei Liu, Yejun He, Zhou He, Mohsen Guizani
Machine Learning Faculty Publications

Computation Offloading and Resource Allocation Based on DT-MEC-Assisted Federated Learning Framework, Yejun He, Mengna Yang, Zhou He, Mohsen Guizani
Machine Learning Faculty Publications

Self-Sovereign Identity for Trust and Interoperability in the Metaverse, Siem Ghirmai, Daniel Mebrahtom, Moayad Aloqaily, Mohsen Guizani, Merouane Debbah
Machine Learning Faculty Publications

Unknown Threats Detection Methods of Smart Contracts, Daojing He, Ke Ding, Sammy Chan, Mohsen Guizani
Machine Learning Faculty Publications

Trusted Explainable AI for 6G-Enabled Edge Cloud Ecosystem, Sahil Garg, Kuljeet Kaur, Gagangeet Singh Aujla, Georges Kaddoum, Prasad Garigipati, Mohsen Guizani
Machine Learning Faculty Publications

Rethinking Wireless Communication Security in Semantic Internet of Things, Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Mohsen Guizani, Dong In Kim
Machine Learning Faculty Publications

FTPipeHD: A Fault-Tolerant Pipeline-Parallel Distributed Training Approach for Heterogeneous Edge Devices, Yuhao Chen, Qianqian Yang, Shibo He, Zhiguo Shi, Jiming Chen, Mohsen Guizani
Machine Learning Faculty Publications

Editorial: Deep reinforcement learning for next-generation IoT networks, Sahil Garg, Jia Hu, Giancarlo Fortino, Laurence T. Yang, Mohsen Guizani, Xianjun Deng, Danda B. Rawat
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

Motion Comfort Optimization for Autonomous Vehicles: Concepts, Methods, and Techniques, Mohammed Aledhari, Mohamed Rahouti, Junaid Qadir, Basheer Qolomany, Mohsen Guizani, Ala Al-Fuqaha
Machine Learning Faculty Publications

Privacy-Preserving Outsourcing of K-means Clustering for Cloud-Device Collaborative Computing in Space-Air-Ground Integrated IoT, Wei Zhao, Wu Yang, Huanran Wang, Tairong Zhang, Dapeng Man, Tao Liu, Jiguang Lv, 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

Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6 G Networks, Ning Chen, Zhipeng Cheng, Yifeng Zhao, Lianfen Huang, Xiaojiang Du, 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

Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6 G Networks, Ning Chen, Zhipeng Cheng, Yifeng Zhao, Lianfen Huang, Xiaojiang Du, Mohsen Guizani
Machine Learning Faculty Publications

A Spatial-Temporal Transformer Network for City-Level Cellular Traffic Analysis and Prediction, Bo Gu, Junhui Zhan, Shimin Gong, Wanquan Liu, Zhou Su, Mohsen Guizani
Machine Learning Faculty Publications

Resource Optimized Hierarchical Split Federated Learning for Wireless Networks, Latif U. Khan, Mohsen Guizani, Choong Seon Hong
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

Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach, Jingjing Zheng, Kai Li, Naram Mhaisen, Wei Ni, Eduardo Tovar, Mohsen Guizani
Machine Learning Faculty Publications

Energy-Aware Positioning Service Provisioning for Cloud-Edge-Vehicle Collaborative Network Based on DRL and Service Function Chain, Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani, Ahmed Barnawi, Wei Zhang
Machine Learning Faculty Publications

Blockchain-Based Secure and Efficient Secret Image Sharing with Outsourcing Computation in Wireless Networks, Zhili Zhou, Yao Wan, Qi Cui, Keping Yu, Shahid Mumtaz, Ching Nung Yang, Mohsen Guizani
Machine Learning Faculty Publications

User-centric base station clustering and resource allocation for cell-edge users in 6G ultra-dense networks, Yuhan Su, Zhibin Gao, Xiaojiang Du, Mohsen Guizani
Machine Learning Faculty Publications

Computation Offloading and Resource Allocation in NOMA-MEC: A Deep Reinforcement Learning Approach, Ce Shang, Yan Sun, Hong Luo, Mohsen Guizani
Machine Learning Faculty Publications

Channel-Resilient Deep-Learning-Driven Device Fingerprinting Through Multiple Data Streams, Nora Basha, Bechir Hamdaoui, Kathiravetpillai Sivanesan, Mohsen Guizani
Mohsen Guizani

Joint Multi-task Offloading and Resource Allocation for Mobile Edge Computing Systems in Satellite IoT, Furong Chai, Qi Zhang, Haipeng Yao, Xiangjun Xin, Ran Gao, Mohsen Guizani
Mohsen Guizani

Energy-Harvesting Based Jammer Localization: A Battery-Free Approach in Wireless Sensor Networks, Ahmed Hussain, Pietro Tedeschi, Gabriele Oligeri, Amr Mohamed, Mohsen Guizani
Mohsen Guizani

A Secure Data Dissemination Scheme for IoT-Based e-Health Systems using AI and Blockchain, Prabhat Kumar, Randhir Kumar, Sahil Garg, Kuljeet Kaur, Yin Zhang, Mohsen Guizani
Mohsen Guizani

A Practical Cross-Device Federated Learning Framework over 5G Networks, Wenti Yang, Naiyu Wang, Zhitao Guan, Longfei Wu, Xiaojiang Du, Mohsen Guizani
Mohsen Guizani

Dispatching and Control Information Freshness-Aware Federated Learning for Simplified Power IoT, Zehan Jia, Ziqi Yu, Haijun Liao, Zhao Wang, Zhenyu Zhou, Xiaoyan Wang, Guoqing He, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

A New Transceiver Design for Protograph LDPC-Coded LACO-OFDM VLC Systems with Deep Learning, Lin Dai, Yi Fang, Pingping Chen, Guohua Zhang, Mohsen Guizani
Mohsen Guizani

Adaptive Learning-Based Secure and Energy-Aware Resource Management for Multi-Mode Low-Carbon PIoT, Haijun Liao, Zehan Jia, Zhao Wang, Zhenyu Zhou, Xiaoyan Wang, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

Grey Wolf Optimizer for Reducing Communication Cost of Federated Learning, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani
Mohsen Guizani

AI-based Intrusion Detection for Intelligence Internet of Vehicles, Dapeng Man, Fanyi Zeng, Jiguang Lv, Shichang Xuan, Wu Yang, Mohsen Guizani
Mohsen Guizani

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

SMART Intent-Driven Network Management, Chungang Yang, Xinru Mi, Ying Ouyang, Ru Dong, Junjie Guo, Mohsen Guizani
Mohsen Guizani

User-centric base station clustering and resource allocation for cell-edge users in 6G ultra-dense networks, Yuhan Su, Zhibin Gao, Xiaojiang Du, Mohsen Guizani
Mohsen Guizani

Management of Positioning Functions in Cellular Networks for Time-Sensitive Transportation Applications, Qirui Liu, Rongke Liu, Yang Zhang, Yanli Yuan, Zijie Wang, Haolan Yang, Lin Ye, Mohsen Guizani, John S. Thompson
Mohsen Guizani

LASUA: A Lightweight Authentication Scheme with User Anonymity for IoT-Enabled Mobile Cloud, Vincent Amande, Kuljeet Kaur, Sahil Garg, Mohsen Guizani
Mohsen Guizani

Using Cloud Computing Based Crowdsourcing for Security and Privacy Settings of Android Users, Yuzhu Sun, Xuanyu Liu, Tianchi Wu, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani
Mohsen Guizani

Node Connection Strength Matrix-Based Graph Convolution Network for Traffic Flow Prediction, Jian Chen, Wei Wang, Keping Yu, Xiping Hu, Ming Cai, Mohsen Guizani
Machine Learning Faculty Publications

Blockchain-Based Decentralized and Lightweight Anonymous Authentication for Federated Learning, Mochan Fan, Zhipeng Zhang, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani
Machine Learning Faculty Publications

Cross-silo heterogeneous model federated multitask learning, Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani
Machine Learning Faculty Publications

Collaborative Byzantine Resilient Federated Learning, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer M.S. Khattab, Mohsen Guizani
Machine Learning Faculty Publications

5G MEC-Based Intelligent Computation Offloading in Power Robotic Inspection, Wei Wang, Rui Qu, Haijun Liao, Zhao Wang, Zhenyu Zhou, Zhongyuan Wang, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

A PDDQNLP Algorithm for Energy Efficient Computation Offloading in UAV-assisted MEC, Na Lin, Hailun Tang, Liang Zhao, Shaohua Wan, Ammar Hawbani, Mohsen Guizani
Machine Learning Faculty Publications

Quantum Learning on Structured Code with Computing Traps for Secure URLLC in Industrial IoT Scenarios, Dongyang Xu, Keping Yu, Li Zhen, Kim Kwang Raymond Choo, Mohsen Guizani
Machine Learning Faculty Publications

Realizing the Metaverse in the 6G Era with AI-Enabled Network Orchestration, Moayad Aloqaily, Ouns Bouachir, Ismaeel Al Ridhawi, Mohsen Guizani
Machine Learning Faculty Publications

Coverage Optimization Based on Airborne Fog Computing for Internet of Medical Things, Chaogang Tang, Chunsheng Zhu, Mohsen Guizani
Machine Learning Faculty Publications

Artificial intelligence implication on energy sustainability in Internet of Things: A survey, Nadia Charef, Adel Ben Mnaouer, Moayad Aloqaily, Ouns Bouachir, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent and Robust UAV-Aided Multiuser RIS Communication Technique With Jittering UAV and Imperfect Hardware Constraints, Abuzar B.M. Adam, Xiaoyu Wan, Mohammed A.M. Elhassan, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

A Lightweight Authentication and Key Exchange Protocol with Anonymity for IoT, Daojing He, Yanchang Cai, Shanshan Zhu, Ziming Zhao, Sammy Chan, Mohsen Guizani
Machine Learning Faculty Publications

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

Cross-Modal Object Detection via UAV, Ang Li, Shouxiang Ni, Yanan Chen, Jianxin Chen, Xin Wei, Liang Zhou, Mohsen Guizani
Machine Learning Faculty Publications

Modal-aware Resource Allocation for Cross-modal Collaborative Communication in IIoT, Mingkai Chen, Lindong Zhao, Jianxin Chen, Xin Wei, Mohsen Guizani
Machine Learning Faculty Publications

VNF and CNF Placement in 5G: Recent Advances and Future Trends, Wissal Attaoui, Essaid Sabir, Halima Elbiaze, Mohsen Guizani
Machine Learning Faculty Publications

Detection of Vulnerabilities of Blockchain Smart Contracts, Daojing He, Rui Wu, Xinji Li, Sammy Chan, Mohsen Guizani
Machine Learning Faculty Publications

Towards carbon Neutrality: Prediction of wave energy based on improved GRU in Maritime transportation, Zhihan Lv, Nana Wang, Ranran Lou, Yajun Tian, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent IoT Network Awareness, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Mobile Edge Computing Enabled Intelligent IoT, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent Traffic Control, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent Resource Scheduling, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent IoT Network Awareness, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent Internet of Things Networking Architecture, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Conclusions and Future Challenges, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Blockchain-Enabled Intelligent IoT, Haipeng Yao, Mohsen Guizani
Machine Learning Faculty Publications

Energy Efficiency Maximization of Backscatter-Assisted Wireless-Powered MEC With User Cooperation, Yejun He, Xinying Wu, Zhou He, Mohsen Guizani
Machine Learning Faculty Publications

Dynamic and Efficient Spectrum Utilization for 6G With THz, mmWave, and RF Band, Preksha Jain, Akhil Gupta, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Realizing the Tactile Internet through Intelligent Zero Touch Networks, Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani, Merouane Debbah
Fakhreddine (Fakhri) Karray

Realizing the Tactile Internet through Intelligent Zero Touch Networks, Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani, Merouane Debbah
Mohsen Guizani

A Malicious Domains Detection Method Based on File Sandbox Traffic, Daojing He, Jiayu Dai, Hongile Gu, Shanshan Zhu, Sammy Chan, Jingyong Su, Mohsen Guizani
Mohsen Guizani

MLB-IoD: Multi Layered Blockchain Assisted 6 G Internet of Drones Ecosystem, Gunasekaran Raja, Sai Ganesh, Sivaganesh Balaganesh, Sivaganesh Balaganesh, Balaji Rajaguru Rajakumar, Vishal Ravichandran, Mohsen Guizani
Mohsen Guizani

Adaptive Optics Compensation for Orbital Angular Momentum Optical Wireless Communications, Huan Chang, Xiaoli Yin, Haipeng Yao, Jingjing Wang, Ran Gao, Xiangjun Xin, Mohsen Guizani
Mohsen Guizani

Three-Stage Stackelberg Game Enabled Clustered Federated Learning in Heterogeneous UAV Swarms, Wenji He, Haipeng Yao, Tianle Mai, Fu Wang, Mohsen Guizani
Machine Learning Faculty Publications

Realizing the Tactile Internet through Intelligent Zero Touch Networks, Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani, Merouane Debbah
Mérouane Debbah

Channel-Resilient Deep-Learning-Driven Device Fingerprinting Through Multiple Data Streams, Nora Basha, Bechir Hamdaoui, Kathiravetpillai Sivanesan, Mohsen Guizani
Machine Learning Faculty Publications

A New Transceiver Design for Protograph LDPC-Coded LACO-OFDM VLC Systems with Deep Learning, Lin Dai, Yi Fang, Pingping Chen, Guohua Zhang, Mohsen Guizani
Machine Learning Faculty Publications

Energy-Harvesting Based Jammer Localization: A Battery-Free Approach in Wireless Sensor Networks, Ahmed Hussain, Pietro Tedeschi, Gabriele Oligeri, Amr Mohamed, Mohsen Guizani
Machine Learning Faculty Publications

LASUA: A Lightweight Authentication Scheme with User Anonymity for IoT-Enabled Mobile Cloud, Vincent Amande, Kuljeet Kaur, Sahil Garg, Mohsen Guizani
Machine Learning Faculty Publications

Dispatching and Control Information Freshness-Aware Federated Learning for Simplified Power IoT, Zehan Jia, Ziqi Yu, Haijun Liao, Zhao Wang, Zhenyu Zhou, Xiaoyan Wang, Guoqing He, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

Adaptive Learning-Based Secure and Energy-Aware Resource Management for Multi-Mode Low-Carbon PIoT, Haijun Liao, Zehan Jia, Zhao Wang, Zhenyu Zhou, Xiaoyan Wang, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

A Secure Data Dissemination Scheme for IoT-Based e-Health Systems using AI and Blockchain, Prabhat Kumar, Randhir Kumar, Sahil Garg, Kuljeet Kaur, Yin Zhang, Mohsen Guizani
Machine Learning Faculty Publications

Grey Wolf Optimizer for Reducing Communication Cost of Federated Learning, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani
Machine Learning Faculty Publications

Using Cloud Computing Based Crowdsourcing for Security and Privacy Settings of Android Users, Yuzhu Sun, Xuanyu Liu, Tianchi Wu, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani
Machine Learning Faculty Publications

Management of Positioning Functions in Cellular Networks for Time-Sensitive Transportation Applications, Qirui Liu, Rongke Liu, Yang Zhang, Yanli Yuan, Zijie Wang, Haolan Yang, Lin Ye, Mohsen Guizani, John S. Thompson
Machine Learning Faculty Publications

Joint Multi-task Offloading and Resource Allocation for Mobile Edge Computing Systems in Satellite IoT, Furong Chai, Qi Zhang, Haipeng Yao, Xiangjun Xin, Ran Gao, Mohsen Guizani
Machine Learning Faculty Publications

Towards Blockchain-based Hierarchical Federated Learning for Cyber-Physical Systems, Moayad Aloqaily, Ismaeel Al Ridhawi, Fakhri Karray, Mohsen Guizani
Fakhreddine (Fakhri) Karray

Sine Cosine Algorithm for Reducing Communication Costs of Federated Learning, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, Fakhri Karray
Fakhreddine (Fakhri) Karray

SMART Intent-Driven Network Management, Chungang Yang, Xinru Mi, Ying Ouyang, Ru Dong, Junjie Guo, Mohsen Guizani
Machine Learning Faculty Publications

A Two-Stage Strategy for UAV-enabled Wireless Power Transfer in Unknown Environments, Junling Shi, Peiyu Cong, Liang Zhao, Xingwei Wang, Shaohua Wan, Mohsen Guizani
Machine Learning Faculty Publications

Fairness-Based 3D Multi-UAV Trajectory Optimization in Multi-UAV-Assisted MEC System, Yejun He, Youhui Gan, Haixia Cui, Mohsen Guizani
Machine Learning Faculty Publications

Adaptive Upgrade of Client Resources for Improving the Quality of Federated Learning Model, Sawsan AbdulRahman, Hakima Ould-Slimane, Rasel Chowdhury, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani
Mohsen Guizani

Fuzzy Hashing on Firmwares Images: A Comparative Analysis, Daojing He, Xiaohu Yu, Shanshan Zhu, Sammy Chan, Mohsen Guizani
Mohsen Guizani

Analysis of Beyond 5G Integrated Communication and Ranging Services Under Indoor 3-D mmWave Stochastic Channels, Shah Zeb, Aamir Mahmood, Syed Ali Hassan, Mikael Gidlund, Mohsen Guizani
Mohsen Guizani

Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space-Air-Ground Integrated Network Resource Allocation Scenario, Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Artificial intelligence implication on energy sustainability in Internet of Things: A survey, Nadia Charef, Adel Ben Mnaouer, Moayad Aloqaily, Ouns Bouachir, Mohsen Guizani
Mohsen Guizani

A Novel Framework of Federated and Distributed Machine Learning for Resource Provisioning in 5G and Beyond using Mobile-Edge SCBS, Praveen Gorla, Keerthivasan V, Vinay Chamola, Mohsen Guizani
Mohsen Guizani

ALPS: An Adaptive Link-State Perception Scheme for Software-Defined Vehicular Networks, Na Lin, Dewei Zhao, Liang Zhao, Ammar Hawbani, Mohsen Guizani, Neeraj Kumar
Mohsen Guizani

A Blockchain-enabled and AI-Supported COVID-19 Detection Method, Farzaneh Bannazadeh, Malini Manohar, Rakshit Mitra, Ismaeel Al Ridhawi, Ali Abbas, Mohsen Guizani
Mohsen Guizani

Accountable and Verifiable Secure Aggregation for Federated Learning in IoT Networks, Xiaoyi Yang, Yanqi Zhao, Qian Chen, Yong Yu, Xiaojiang Du, Mohsen Guizani
Mohsen Guizani

AISCM-FH: AI-Enabled Secure Communication Mechanism in Fog Computing-Based Healthcare, Mohammad Wazid, Ashok Kumar Das, Sachin Shetty, Joel J.P.C. Rodrigues, Mohsen Guizani
Mohsen Guizani

Accurate and Efficient Performance Prediction for Mobile IoV Networks Using GWO-GR Neural Network, Lingwei Xu, Xinpeng Zhou, Yong Fu, Guanwu Jiang, Xu Yu, Miao Yu, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Machine Learning Based Non-intrusive Digital Forensic Service for Smart Homes, Xuanyu Liu, Xiao Fu, Xiaojiang Du, Bin Luo, Mohsen Guizani
Mohsen Guizani

Protecting Intellectual Property with Reliable Availability of Learning Models in AI-based Cybersecurity Services, Ge Ren, Jun Wu, Gaolei Li, Shenghong Li, Mohsen Guizani
Mohsen Guizani

Sine Cosine Algorithm for Reducing Communication Costs of Federated Learning, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, Fakhri Karray
Mohsen Guizani

Impact of Digital Twins and Metaverse on Cities: History, Current Situation, and Application Perspectives, Zhihan Lv, Wen Long Shang, Mohsen Guizani
Mohsen Guizani

Towards Blockchain-based Hierarchical Federated Learning for Cyber-Physical Systems, Moayad Aloqaily, Ismaeel Al Ridhawi, Fakhri Karray, Mohsen Guizani
Mohsen Guizani

MRSA: Mask Random Array Protocol for Efficient Secure Handover Authentication in 5G HetNets, Yibing Liu, Lijun Huo, Jun Wu, Mohsen Guizani
Mohsen Guizani

Multi-User QoE Enhancement: Federated Multi-Agent Reinforcement Learning for Cooperative Edge Intelligence, Xiuhua Li, Chuan Sun, Junhao Wen, Xiaofei Wang, Mohsen Guizani, Victor C.M. Leung
Mohsen Guizani

Intelligent Edge-Aided Network Slicing for 5G and Beyond Networks, Jianhang Tang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, Zehui Xiong, Dusit Niyato, Mohsen Guizani
Mohsen Guizani

Guest Editorial Introduction to the Special Section on Collaborative Machine Learning for Next-Generation Intelligent Applications, Wei Cai, Zehui Xiong, Jiawen Kang, Carla Fabiana Chiasserini, Ekram Hossain, Mohsen Guizani
Mohsen Guizani

GREEN: A Global Energy Efficiency Maximization Strategy for Multi-UAV Enabled Communication Systems, Na Lin, Yanbo Fan, Liang Zhao, Xiaoming Li, Mohsen Guizani
Mohsen Guizani

Towards carbon Neutrality: Prediction of wave energy based on improved GRU in Maritime transportation, Zhihan Lv, Nana Wang, Ranran Lou, Yajun Tian, Mohsen Guizani
Mohsen Guizani

Fuzzy Hashing on Firmwares Images: A Comparative Analysis, Daojing He, Xiaohu Yu, Shanshan Zhu, Sammy Chan, Mohsen Guizani
Machine Learning Faculty Publications

Impact of Digital Twins and Metaverse on Cities: History, Current Situation, and Application Perspectives, Zhihan Lv, Wen Long Shang, 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
Machine Learning Faculty Publications

STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means, Zhiqiang Zhang, Le Wang, Guangyao Chen, Zhaoquan Gu, Zhihong Tian, Xiaojiang Du, Mohsen Guizani
Machine Learning Faculty Publications

Adaptive Upgrade of Client Resources for Improving the Quality of Federated Learning Model, Sawsan AbdulRahman, Hakima Ould-Slimane, Rasel Chowdhury, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani
Machine Learning Faculty Publications

A novel multimodal fusion framework for early diagnosis and accurate classification of COVID-19 patients using X-ray images and speech signal processing techniques, Santosh Kumar, Mithilesh Kumar Chaube, Saeed Hamood Alsamhi, Sachin Kumar Gupta, Mohsen Guizani, Raffaele Gravina, Giancarlo Fortino
Machine Learning Faculty Publications

Sine Cosine Algorithm for Reducing Communication Costs of Federated Learning, Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, Fakhri Karray
Machine Learning Faculty Publications

MRSA: Mask Random Array Protocol for Efficient Secure Handover Authentication in 5G HetNets, Yibing Liu, Lijun Huo, Jun Wu, Mohsen Guizani
Machine Learning Faculty Publications

AISCM-FH: AI-Enabled Secure Communication Mechanism in Fog Computing-Based Healthcare, Mohammad Wazid, Ashok Kumar Das, Sachin Shetty, Joel J.P.C. Rodrigues, Mohsen Guizani
Machine Learning Faculty Publications

Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space-Air-Ground Integrated Network Resource Allocation Scenario, Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Protecting Intellectual Property with Reliable Availability of Learning Models in AI-based Cybersecurity Services, Ge Ren, Jun Wu, Gaolei Li, Shenghong Li, Mohsen Guizani
Machine Learning Faculty Publications

An Effective Double-layer Detection System Against Social Engineering Attacks, Daojing He, Xin Lv, Xueqian Xu, Shui Yu, Dawei Li, Sammy Chan, Mohsen Guizani
Mohsen Guizani

A Lightweight Hierarchical AI Model for UAV-Enabled Edge Computing With Forest-fire Detection Use-case, Moustafa M. Fouda, Sadman Sakib, Zubair Md. Fadlullah, Nidal Nasser, Mohsen Guizani
Mohsen Guizani

Audio-based Security Techniques for Secure Device-to-Device (D2D) Communications, Daijang Chen, Ning Zhang, Huici Wu, Kuan Zhang, Rongxing Lu, Mohsen Guizani
Mohsen Guizani

Disease Prediction in Edge Computing: A Privacy-Preserving Technique for PHI Collection and Analysis, Liehuang Zhu, Chuan Zhang, Chang Xu, Wei Wang, Xiaojiang Du, Mohsen Guizani, Kashif Sharif
Mohsen Guizani

Deep Information Fusion-Driven POI Scheduling for Mobile Social Networks, Zhiwei Guo, Keping Yu, Ali Kashif Bashir, Di Zhang, Yasser D. Al-Otaibi, Mohsen Guizani
Mohsen Guizani

Graph Convolutional Network Aided Virtual Network Embedding for Internet of Thing, Sihan Ma, Haipeng Yao, Tianle Mai, Jingkai Yang, Wenji He, Kaipeng Xue, Mohsen Guizani
Mohsen Guizani

Resource Allocation Based on Digital Twin-enabled Federated Learning Framework in Heterogeneous Cellular Network, Yejun He, Mengna Yang, Zhou He, Mohsen Guizani
Mohsen Guizani

Machine Learning Based Non-intrusive Digital Forensic Service for Smart Homes, Xuanyu Liu, Xiao Fu, Xiaojiang Du, Bin Luo, Mohsen Guizani
Machine Learning Faculty Publications

Accountable and Verifiable Secure Aggregation for Federated Learning in IoT Networks, Xiaoyi Yang, Yanqi Zhao, Qian Chen, Yong Yu, Xiaojiang Du, Mohsen Guizani
Machine Learning Faculty Publications

Multi-User QoE Enhancement: Federated Multi-Agent Reinforcement Learning for Cooperative Edge Intelligence, Xiuhua Li, Chuan Sun, Junhao Wen, Xiaofei Wang, Mohsen Guizani, Victor C.M. Leung
Machine Learning Faculty Publications

Matching Game for Intelligent Resource Management in Integrated Satellite-Terrestrial Networks, Xinru Mi, Chungang Yang, Yanbo Song, Zhu Han, Mohsen Guizani
Mohsen Guizani

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
Mohsen Guizani

Deep Learning and Blockchain-based Framework to Detect Malware in Autonomous Vehicles, Dev Patel, Dhairya Jadav, Rajesh Gupta, Nilesh Kumar Jadav, Sudeep Tanwar, Bassem Ouni, Mohsen Guizani
Mohsen Guizani

Towards Smart City Security: Violence and Weaponized Violence Detection using DCNN, Toluwani Aremu, Li Zhiyuan, Reem Alameeri, Moayad Aloqaily, Mohsen Guizani
Mohsen Guizani

A Novel Authentication Protocol for IoT-enabled Devices, Daojing He, Ziming Zhao, Sammy Chan, Mohsen Guizani
Mohsen Guizani

MLB-IoD: Multi Layered Blockchain Assisted 6 G Internet of Drones Ecosystem, Gunasekaran Raja, Sai Ganesh, Sivaganesh Balaganesh, Sivaganesh Balaganesh, Balaji Rajaguru Rajakumar, Vishal Ravichandran, Mohsen Guizani
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

Adversarial Attacks for Intrusion Detection Based on Bus Traffic, Daojing He, Jiayu Dai, Xiaoxia Liu, Shanshan Zhu, Sammy Chan, Mohsen Guizani
Mohsen Guizani

A Survey on IoT Intrusion Detection: Federated Learning, Game Theory, Social Psychology and Explainable AI as Future Directions, Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Mohsen Guizani
Mohsen Guizani

A novel multimodal fusion framework for early diagnosis and accurate classification of COVID-19 patients using X-ray images and speech signal processing techniques, Santosh Kumar, Mithilesh Kumar Chaube, Saeed Hamood Alsamhi, Sachin Kumar Gupta, Mohsen Guizani, Raffaele Gravina, Giancarlo Fortino
Mohsen Guizani

Hotlist and stale content update mitigation in local databases for DNS flooding attacks, Tasnuva Mahjabin, Yang Xiao, Tieshan Li, Mohsen Guizani
Mohsen Guizani

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

Deep Distributed Learning-based POI Recommendation Under Mobile Edge Networks, Zhiwei Guo, Keping Yu, Neeraj Kumar, Wei Wei, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

ALPS: An Adaptive Link-State Perception Scheme for Software-Defined Vehicular Networks, Na Lin, Dewei Zhao, Liang Zhao, Ammar Hawbani, Mohsen Guizani, Neeraj Kumar
Machine Learning Faculty Publications

Realizing the Tactile Internet through Intelligent Zero Touch Networks, Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani, Merouane Debbah
Machine Learning Faculty Publications

A Malicious Domains Detection Method Based on File Sandbox Traffic, Daojing He, Jiayu Dai, Hongile Gu, Shanshan Zhu, Sammy Chan, Jingyong Su, Mohsen Guizani
Machine Learning Faculty Publications

A Blockchain-enabled and AI-Supported COVID-19 Detection Method, Farzaneh Bannazadeh, Malini Manohar, Rakshit Mitra, Ismaeel Al Ridhawi, Ali Abbas, 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
Mohsen Guizani

Asymmetric Dual-Mode Constellation and Protograph LDPC Code Design for Generalized Spatial MPPM Systems, Liang Lv, Yi Fang, Lin Dai, Yonghui Li, Mohsen Guizani
Mohsen Guizani

SR-DCSK Cooperative Communication System with Code Index Modulation: A New Design for 6G New Radios, Yi Fang, Wang Chen, Pingping Chen, Yiwei Tao, Mohsen Guizani
Mohsen Guizani

Multiagent Deep Reinforcement Learning for Wireless-Powered UAV Networks, Omar Sami Oubbati, Abderrahmane Lakas, Mohsen Guizani
Machine Learning Faculty Publications

A Novel Authentication Protocol for IoT-enabled Devices, Daojing He, Ziming Zhao, Sammy Chan, Mohsen Guizani
Machine Learning Faculty Publications

Guest Editorial Introduction to the Special Section on Collaborative Machine Learning for Next-Generation Intelligent Applications, Wei Cai, Zehui Xiong, Jiawen Kang, Carla Fabiana Chiasserini, Ekram Hossain, Mohsen Guizani
Machine Learning Faculty Publications

Resource Allocation Based on Digital Twin-enabled Federated Learning Framework in Heterogeneous Cellular Network, Yejun He, Mengna Yang, Zhou He, Mohsen Guizani
Machine Learning Faculty Publications

Hotlist and stale content update mitigation in local databases for DNS flooding attacks, Tasnuva Mahjabin, Yang Xiao, Tieshan Li, Mohsen Guizani
Machine Learning Faculty Publications

Hybrid Optical-Electrical Data Center Networking: Challenges and Solutions for Bandwidth Resource Optimization, Fu Wang, Haipeng Yao, Jingjing Wang, Tianle Mai, Xiangjun Xin, Mohsen Guizani
Mohsen Guizani

DuBloQ: Blockchain and Q-Learning Based Drug Discovery in Healthcare 4.0, Urvashi Ramdasani, Gunjan Vinzuda, Sudeep Tanwar, Rajesh Gupta, Mohsen Guizani
Mohsen Guizani

Joint Parking and Power Management for Electric Vehicle Edge Computing: A Bilevel Optimization Approach, Xumin Huang, Weifeng Zhong, Jiangtian Nie, Jiawen Kang, Zehui Xiong, Yuan Wu, Mohsen Guizani
Mohsen Guizani

Difference Based Spatial Modulation, Yuli Yang, Mohsen Guizani, Bingli Jiao
Mohsen Guizani

RANCE: a Randomly Centralized and On-Demand Clustering Protocol for Mobile Ad Hoc Networks, Xi Chen, Gang Sun, Tao Wu, Ling Liu, Hongfang Yu, Mohsen Guizani
Mohsen Guizani

Blockchain-envisioned access control for internet of things applications: a comprehensive survey and future directions, Palak Bagga, Ashok Kumar Das, Vinay Chamola, Mohsen Guizani
Mohsen Guizani

A Novel Hybrid-ARPPO Algorithm for Dynamic Computation Offloading in Edge Computing, Xuemei Yang, Hong Luo, Yan Sun, 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

Throughput Guarantees for Multi-Cell Wireless Powered Communication Networks with Non-Orthogonal Multiple Access, Liang Huang, Runkai Nan, Kaikai Chi, Qiaozhi Hua, Keping Yu, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Resource Management for Edge Intelligence (EI)-Assisted IoV Using Quantum-Inspired Reinforcement Learning, Dan Wang, Bin Song, Peng Lin, Richard F. Yu, Xiaojiang Du, Mohsen Guizani
Mohsen Guizani

Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain, Peiying Zhang, Pan Yang, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Robust Decentralized Federated Learning Using Collaborative Decisions, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Mohsen Guizani

Multiagent Reinforcement Learning-Based Semi-Persistent Scheduling Scheme in C-V2X Mode 4, Bo Gu, Weixiang Chen, Mamoun Alazab, Xiaojun Tan, Mohsen Guizani
Mohsen Guizani

SDN Assisted Mobile Edge Computing for Collaborative Computation Offloading in Industrial Internet of Things, Chaogang Tang, Chunsheng Zhu, Ning Zhang, Mohsen Guizani, Joel J. P. C. Rodrigues
Mohsen Guizani

Intelligent Edge-Aided Network Slicing for 5G and Beyond Networks, Jianhang Tang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, Zehui Xiong, Dusit Niyato, Mohsen Guizani
Machine Learning Faculty Publications

Graph Convolutional Network Aided Virtual Network Embedding for Internet of Thing, Sihan Ma, Haipeng Yao, Tianle Mai, Jingkai Yang, Wenji He, Kaipeng Xue, Mohsen Guizani
Machine Learning Faculty Publications

GREEN: A Global Energy Efficiency Maximization Strategy for Multi-UAV Enabled Communication Systems, Na Lin, Yanbo Fan, Liang Zhao, Xiaoming Li, Mohsen Guizani
Machine Learning Faculty Publications

A Novel Framework of Federated and Distributed Machine Learning for Resource Provisioning in 5G and Beyond using Mobile-Edge SCBS, Praveen Gorla, Keerthivasan V, Vinay Chamola, Mohsen Guizani
Machine Learning Faculty Publications

Decentralized IoB for Influencing IoT-based Systems Behavior, Haya Elayan, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani
Fakhreddine (Fakhri) Karray

Blockchain-Empowered Security and Energy Efficiency of Drone Swarm Consensus for Environment Exploration, Saeed Hamood Alsamhi, Alexey V. Shvetsor, Svetlana V. Shvetsova, Ammar Hawbani, Mohsen Guizani, Mohammed A. Alhartomi, Ou Ma
Mohsen Guizani

MED-GPVS: A Deep Learning-Based Joint Biomedical Image Classification and Visual Question Answering System for Precision e-Health, Harishma T. Haridas, Mostafa M. Fouda, Zubair Md Fadlullah, Mohamed Mahmoud, Mohsen Guizani
Mohsen Guizani

Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities, Latif U. Khan, Zhu Han, Walid Saad, Ekram Hossain, Mohsen Guizani, Choong Seon Hong
Mohsen Guizani

A Privacy-Preserving Multidimensional Range Query Scheme for Edge-Supported Industrial IoT, Shuai Shang, Xiong Li, Rongxing Lu, Jianwei Niu, Xiaosong Zhang, Mohsen Guizani
Mohsen Guizani

Multiagent Deep Reinforcement Learning for Wireless-Powered UAV Networks, Omar Sami Oubbati, Abderrahmane Lakas, Mohsen Guizani
Mohsen Guizani

Decentralized IoB for Influencing IoT-based Systems Behavior, Haya Elayan, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani
Mohsen Guizani

On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach, Venkata S. Nagulapati, Sai R. Rapelli, Zubair Md Fadlullah, Mostafa M. Fouda, Waleed Alasmary, Mohsen Guizani
Mohsen Guizani

Towards Blockchain-based Hierarchical Federated Learning for Cyber-Physical Systems, Moayad Aloqaily, Ismaeel Al Ridhawi, Fakhri Karray, Mohsen Guizani
Machine Learning Faculty Publications

Machine learning security attacks and defense approaches for emerging cyber physical applications: A comprehensive survey, Jaskaran Singh, Mohammad Wazid, Ashok Kumar Das, Vinay Chamola, Mohsen Guizani
Machine Learning Faculty Publications

Matching Game for Intelligent Resource Management in Integrated Satellite-Terrestrial Networks, Xinru Mi, Chungang Yang, Yanbo Song, Zhu Han, Mohsen Guizani
Machine Learning Faculty Publications

An Effective Double-layer Detection System Against Social Engineering Attacks, Daojing He, Xin Lv, Xueqian Xu, Shui Yu, Dawei Li, Sammy Chan, Mohsen Guizani
Machine Learning Faculty Publications

Disease Prediction in Edge Computing: A Privacy-Preserving Technique for PHI Collection and Analysis, Liehuang Zhu, Chuan Zhang, Chang Xu, Wei Wang, Xiaojiang Du, Mohsen Guizani, Kashif Sharif
Machine Learning Faculty Publications

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
Machine Learning Faculty Publications

Deep Information Fusion-Driven POI Scheduling for Mobile Social Networks, Zhiwei Guo, Keping Yu, Ali Kashif Bashir, Di Zhang, Yasser D. Al-Otaibi, Mohsen Guizani
Machine Learning Faculty Publications

Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior, Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
Machine Learning Faculty Publications

Blockchain-Empowered Security and Energy Efficiency of Drone Swarm Consensus for Environment Exploration, Saeed Hamood Alsamhi, Alexey V. Shvetsor, Svetlana V. Shvetsova, Ammar Hawbani, Mohsen Guizani, Mohammed A. Alhartomi, Ou Ma
Machine Learning Faculty Publications

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

Decentralized IoB for Influencing IoT-based Systems Behavior, Haya Elayan, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani
Machine Learning Faculty Publications

On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach, Venkata S. Nagulapati, Sai R. Rapelli, Zubair Md Fadlullah, Mostafa M. Fouda, Waleed Alasmary, Mohsen Guizani
Machine Learning Faculty Publications

MED-GPVS: A Deep Learning-Based Joint Biomedical Image Classification and Visual Question Answering System for Precision e-Health, Harishma T. Haridas, Mostafa M. Fouda, Zubair Md Fadlullah, Mohamed Mahmoud, Benha University, Faculty of Engineering at Shoubra, Egypt, Mohsen Guizani
Machine Learning Faculty Publications

Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities, Latif U. Khan, Zhu Han, Walid Saad, Ekram Hossain, Mohsen Guizani, Choong Seon Hong
Machine Learning Faculty Publications

A Privacy-Preserving Multidimensional Range Query Scheme for Edge-Supported Industrial IoT, Shuai Shang, Xiong Li, Rongxing Lu, Jianwei Niu, Xiaosong Zhang, Mohsen Guizani
Machine Learning Faculty Publications

Asymmetric Dual-Mode Constellation and Protograph LDPC Code Design for Generalized Spatial MPPM Systems, Liang Lv, Yi Fang, Lin Dai, Yonghui Li, 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

Adversarial Attacks for Intrusion Detection Based on Bus Traffic, Daojing He, Jiayu Dai, Xiaoxia Liu, Shanshan Zhu, Sammy Chan, 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

SR-DCSK Cooperative Communication System with Code Index Modulation: A New Design for 6G New Radios, Yi Fang, Wang Chen, Pingping Chen, Yiwei Tao, Mohsen Guizani
Machine Learning Faculty Publications

Deep Distributed Learning-based POI Recommendation Under Mobile Edge Networks, Zhiwei Guo, Keping Yu, Neeraj Kumar, Wei Wei, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

A Survey on IoT Intrusion Detection: Federated Learning, Game Theory, Social Psychology and Explainable AI as Future Directions, Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Mohsen Guizani
Machine Learning Faculty Publications

Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain, Peiying Zhang, Pan Yang, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Secure and Latency-Aware Digital Twin Assisted Resource Scheduling for 5G Edge Computing-Empowered Distribution Grids, Zhenyu Zhou, Zehan Jia, Haijun Liao, Wenbing Lu, Shahid Mumtaz, Mohsen Guizani, Muhammad Tariq
Machine Learning Faculty Publications

Hybrid Optical-Electrical Data Center Networking: Challenges and Solutions for Bandwidth Resource Optimization, Fu Wang, Haipeng Yao, Jingjing Wang, Tianle Mai, Xiangjun Xin, Mohsen Guizani
Machine Learning Faculty Publications

RANCE: a Randomly Centralized and On-Demand Clustering Protocol for Mobile Ad Hoc Networks, Xi Chen, Gang Sun, Tao Wu, Ling Liu, Hongfang Yu, Mohsen Guizani
Machine Learning Faculty Publications

A Novel Hybrid-ARPPO Algorithm for Dynamic Computation Offloading in Edge Computing, Xuemei Yang, Hong Luo, Yan Sun, 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

Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X, Sahaya Beni Prathiba, Gunasekaran Raja, Sudha Anbalagan, Sugeerthi Gurumoorthy, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Edge-Assisted Solutions for IoT-Based Connected Healthcare Systems: A Literature Review, Vahideh Hayyolalam, Moayad Aloqaily, Oznur Ozkasap, Mohsen Guizani
Mohsen Guizani

ELITE: An Intelligent Digital Twin-based Hierarchical Routing Scheme for Softwarized Vehicular Networks, Liang Zhao, Zhenguo Bi, Ammar Hawbani, Keping Yu, Yan Zhang, Mohsen Guizani
Mohsen Guizani

Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters, Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, Mohsen Guizani
Mohsen Guizani

Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT, Haijun Liao, Zhao Wang, Zhenyu Zhou, Yang Wang, Hui Zhang, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

When Optimization Meets Machine Learning: The Case of IRS-Assisted Wireless Networks, Shimin Gong, Jiaye Lin, Beichen Ding, Dusit Niyato, Dong In Kim, Mohsen Guizani
Mohsen Guizani

Transfer Reinforcement Learning Aided Distributed Network Slicing Optimization in Industrial IoT, Tianle Mai, Haipeng Yao, Ni Zhang, Wenji He, Dong Guo, Mohsen Guizani
Mohsen Guizani

QoS Aware Uplink Scheduling for M2M Communication in LTE/LTE-A Network: A Game Theoretic Approach, Upendra Singh, Amit Dua, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior, Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
Mohsen Guizani

Explainable Intelligence-Driven Defense Mechanism Against Advanced Persistent Threats: A Joint Edge Game and AI Approach, Huiling Li, Jun Wu, Hansong Xu, Gaolei Li, Mohsen Guizani
Mohsen Guizani

Federated Learning Stability Under Byzantine Attacks, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Mohsen Guizani

Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior, Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
Fakhreddine (Fakhri) Karray

Multiagent Reinforcement Learning-Based Semi-Persistent Scheduling Scheme in C-V2X Mode 4, Bo Gu, Weixiang Chen, Mamoun Alazab, Xiaojun Tan, Mohsen Guizani
Machine Learning Faculty Publications

SDN Assisted Mobile Edge Computing for Collaborative Computation Offloading in Industrial Internet of Things, Chaogang Tang, Chunsheng Zhu, Ning Zhang, Mohsen Guizani, Joel J. P. C. Rodrigues
Machine Learning Faculty Publications

Throughput Guarantees for Multi-Cell Wireless Powered Communication Networks with Non-Orthogonal Multiple Access, Liang Huang, Runkai Nan, Kaikai Chi, Qiaozhi Hua, Keping Yu, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Resource Management for Edge Intelligence (EI)-Assisted IoV Using Quantum-Inspired Reinforcement Learning, Dan Wang, Bin Song, Peng Lin, Richard F. Yu, Xiaojiang Du, Mohsen Guizani
Machine Learning Faculty Publications

Joint Parking and Power Management for Electric Vehicle Edge Computing: A Bilevel Optimization Approach, Xumin Huang, Weifeng Zhong, Jiangtian Nie, Jiawen Kang, Zehui Xiong, Yuan Wu, Mohsen Guizani
Machine Learning Faculty Publications

Deep Learning and Blockchain-based Framework to Detect Malware in Autonomous Vehicles, Dev Patel, Dhairya Jadav, Rajesh Gupta, Nilesh Kumar Jadav, Sudeep Tanwar, Bassem Ouni, Mohsen Guizani
Machine Learning Faculty Publications

Robust Decentralized Federated Learning Using Collaborative Decisions, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Machine Learning Faculty Publications

Difference Based Spatial Modulation, Yuli Yang, Mohsen Guizani, Bingli Jiao
Machine Learning Faculty Publications

DuBloQ: Blockchain and Q-Learning Based Drug Discovery in Healthcare 4.0, Urvashi Ramdasani, Gunjan Vinzuda, Sudeep Tanwar, Rajesh Gupta, Mohsen Guizani
Machine Learning Faculty Publications

Adaptive Optics Compensation for Orbital Angular Momentum Optical Wireless Communications, Huan Chang, Xiaoli Yin, Haipeng Yao, Jingjing Wang, Ran Gao, Xiangjun Xin, Mohsen Guizani
Machine Learning Faculty Publications

Blockchain-envisioned access control for internet of things applications: a comprehensive survey and future directions, Palak Bagga, Ashok Kumar Das, Vinay Chamola, Mohsen Guizani
Machine Learning Faculty Publications

STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means, Zhiqiang Zhang, Le Wang, Guangyao Chen, Zhaoquan Gu, Zhihong Tian, Xiaojiang Du, Mohsen Guizani
Mohsen Guizani

Blockchain and Federated Deep Reinforcement Learning Based Secure Cloud-Edge-End Collaboration in Power IoT, Sunxuan Zhang, Zhao Wang, Zhenyu Zhou, Yang Wang, Hui Zhang, Geng Zhang, Huixia Ding, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

Intelligent Edge-Enabled Efficient Multi-Source Data Fusion for Autonomous Surface Vehicles in Maritime Internet of Things, Ryan Wen Liu, Yu Guo, Jiangtian Nie, Qin Hu, Zehui Xiong, Han Yu, Mohsen Guizani
Mohsen Guizani

An Improved Federated Learning Algorithm for Privacy-Preserving in Cybertwin-Driven 6G System, Miao Yang, Ximin Wang, Hua Qian, Yongxin Zhu, Hongbin Zhu, Mohsen Guizani, Victor Chang
Mohsen Guizani

Accelerated IoT Anti-Jamming: A Game Theoretic Power Allocation Strategy, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Mohsen Guizani

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

Collaborative Learning-based Network Resource Scheduling and Route Management for Multi-Mode Green IoT, Zhenyu Zhou, Xinyi Chen, Haijun Liao, Zhong Gan, Fei Xiao, Qi Tu, Wenwen Sun, Yun Liu, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

Multi-agent Reinforcement Learning Aided Service Function Chain Deployment for Internet of Things, Yuchao Zhu, Haipeng Yao, Tianle Mai, Wenji He, Ni Zhang, Mohsen Guizani
Mohsen Guizani

Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things, Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, Mohsen Guizani
Mohsen Guizani

Machine learning security attacks and defense approaches for emerging cyber physical applications: A comprehensive survey, Jaskaran Singh, Mohammad Wazid, Ashok Kumar Das, Vinay Chamola, Mohsen Guizani
Mohsen Guizani

Audio-based Security Techniques for Secure Device-to-Device (D2D) Communications, Daijang Chen, Ning Zhang, Huici Wu, Kuan Zhang, Rongxing Lu, Mohsen Guizani
Machine Learning Faculty Publications

A Lightweight Hierarchical AI Model for UAV-Enabled Edge Computing With Forest-fire Detection Use-case, Moustafa M. Fouda, Sadman Sakib, Zubair Md. Fadlullah, Nidal Nasser, Mohsen Guizani
Machine Learning Faculty Publications

Towards Smart City Security: Violence and Weaponized Violence Detection using DCNN, Toluwani Aremu, Li Zhiyuan, Reem Alameeri, Moayad Aloqaily, Mohsen Guizani
Machine Learning Faculty Publications

Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters, Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, Mohsen Guizani
Machine Learning Faculty Publications

Design of a Reconfigurable Intelligent Surface-Assisted FM-DCSK-SWIPT Scheme with Non-linear Energy Harvesting Model, Yi Fang, Yiwei Tao, Huan Ma, Yonghui Li, Mohsen Guizani
Mohsen Guizani

A Survey on Cache-Aided NOMA for 6G Networks, Dipen Bepari, Soumen Mondal, Aniruddha Chandra, Rajeev Shukla, Yuanwei Liu, Mohsen Guizani, Arumugam Nallanathan
Mohsen Guizani

Sustainability of Healthcare Data Analysis IoT-Based Systems Using Deep Federated Learning, Haya Elayan, Moayad Aloqaily, Mohsen Guizani
Mohsen Guizani

Towards Secure IoT Networks in Healthcare Applications: A Game Theoretic Anti-Jamming Framework, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Mohsen Guizani

Digital Twin-enabled IoMT System for Surgical Simulation using rAC-GAN, Yonghang Tai, Liqiang Zhang, Qiong Li, Chunsheng Zhu, Victor Chang, Joel J. P. C. Rodrigues, Mohsen Guizani
Mohsen Guizani

SD-AETO: Service Deployment Enabled Adaptive Edge Task Offloading in MEC, Liangjun Song, Gang Sun, Hongfang Yu, Mohsen Guizani
Mohsen Guizani

Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT, Jingjing Zheng, Kai Li, Naram Mhaisen, Wei Ni, Eduardo Tovar, Mohsen Guizani
Mohsen Guizani

When Federated Learning Meets Game Theory: A Cooperative Framework to secure IIoT Applications on Edge Computing, Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, Mohsen Guizani
Mohsen Guizani

PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks, Xingjian Cao, Gang Sun, Hongfang Yu, Mohsen Guizani
Mohsen Guizani

Artificial Intelligence for 6G Networks: Technology Advancement and Standardization, Muhammad Karam Shehzad, Luca Rose, Muhammad Majid Butt, István Z. Kovács, Mohamad Assaad, Mohsen Guizani
Mohsen Guizani

Edge-Assisted Solutions for IoT-Based Connected Healthcare Systems: A Literature Review, Vahideh Hayyolalam, Moayad Aloqaily, Oznur Ozkasap, Mohsen Guizani
Machine Learning Faculty Publications

Transfer Reinforcement Learning Aided Distributed Network Slicing Optimization in Industrial IoT, Tainle Mai, Haipeng Yao, Ni Zhang, Wenji Ha, Dong Guo, Mohsen Guizani
Mohsen Guizani

A Secure Energy Efficient Scheme for Cooperative IoT Networks, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Mohsen Guizani

Accelerated IoT Anti-Jamming: A Game Theoretic Power Allocation Strategy, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Machine Learning Faculty Publications

Collaborative Learning-based Network Resource Scheduling and Route Management for Multi-Mode Green IoT, Zhenyu Zhou, Xinyi Chen, Haijun Liao, Zhong Gan, Fei Xiao, Qi Tu, Wenwen Sun, Yun Liu, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks, Xingjian Cao, Gang Sun, Hongfang Yu, Mohsen Guizani
Machine Learning Faculty Publications

Towards Secure IoT Networks in Healthcare Applications: A Game Theoretic Anti-Jamming Framework, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Machine Learning Faculty Publications

Artificial Intelligence for 6G Networks: Technology Advancement and Standardization, Muhammad Karam Shehzad, Luca Rose, Muhammad Majid Butt, István Z. Kovács, Mohamad Assaad, Mohsen Guizani
Machine Learning Faculty Publications

SD-AETO: Service Deployment Enabled Adaptive Edge Task Offloading in MEC, Liangjun Song, Gang Sun, Hongfang Yu, Mohsen Guizani
Machine Learning Faculty Publications

A Practical Cross-Device Federated Learning Framework over 5G Networks, Wenti Yang, Naiyu Wang, Zhitao Guan, Longfei Wu, Xiaojiang Du, Mohsen Guizani
Machine Learning Faculty Publications

A Survey on Cache-Aided NOMA for 6G Networks, Dipen Bepari, Soumen Mondal, Aniruddha Chandra, Rajeev Shukla, Yuanwei Liu, Mohsen Guizani, Arumugam Nallanathan
Machine Learning Faculty Publications

Design of a Reconfigurable Intelligent Surface-Assisted FM-DCSK-SWIPT Scheme with Non-linear Energy Harvesting Model, Yi Fang, Yiwei Tao, Huan Ma, Yonghui Li, Mohsen Guizani
Machine Learning Faculty Publications

Sustainability of Healthcare Data Analysis IoT-Based Systems Using Deep Federated Learning, Haya Elayan, Moayad Aloqaily, Mohsen Guizani
Machine Learning Faculty Publications

Federated Learning Stability Under Byzantine Attacks, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, 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
Machine Learning Faculty Publications

Digital Twin-enabled IoMT System for Surgical Simulation using rAC-GAN, Yonghang Tai, Liqiang Zhang, Qiong Li, Chunsheng Zhu, Victor Chang, Joel J. P. C. Rodrigues, Mohsen Guizani
Machine Learning Faculty Publications

Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT, Jingjing Zheng, Kai Li, Naram Mhaisen, Wei Ni, Eduardo Tovar, Mohsen Guizani
Machine Learning Faculty Publications

Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X, Sahaya Beni Prathiba, Gunasekaran Raja, Sudha Anbalagan, Sugeerthi Gurumoorthy, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Industrial digital twins at the nexus of NextG wireless networks and computational intelligence: A survey, Shah Zeb, Aamir Mahmood, Syed Ali Hassan, MD. Jalil Piran, Mikael Gidlund, Mohsen Guizani
Mohsen Guizani

Slicing-Based Software-Defined Mobile Edge Computing in the Air, Jianhang Tang, Jiangtian Nie, Jun Zhao, Yi Zhou, Zehui Xiong, Mohsen Guizani
Mohsen Guizani

Multi-Carrier DCSK With Hybrid Index Modulation: A New Perspective on Frequency-Index-Aided Chaotic Communication, Yiwei Tao, Yi Fang, Huan Ma, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

Design and Formal Analysis of a Lightweight MIPv6 Authentication Scheme, Daojing He, Xintong Lu, Xuru Li, Sammy Chan, Mohsen Guizani
Mohsen Guizani

Secure and Latency-Aware Digital Twin Assisted Resource Scheduling for 5G Edge Computing-Empowered Distribution Grids, Zhenyu Zhou, Zehan Jia, Haijun Liao, Wenbing Lu, Shahid Mumtaz, Mohsen Guizani, Muhammad Tariq
Mohsen Guizani

ELITE: An Intelligent Digital Twin-based Hierarchical Routing Scheme for Softwarized Vehicular Networks, Liang Zhao, Zhenguo Bi, Ammar Hawbani, Keping Yu, Yan Zhang, Mohsen Guizani
Machine Learning Faculty Publications

QoS Aware Uplink Scheduling for M2M Communication in LTE/LTE-A Network: A Game Theoretic Approach, Upendra Singh, Amit Dua, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT, Haijun Liao, Zhao Wang, Zhenyu Zhou, Yang Wang, Hui Zhang, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

When Optimization Meets Machine Learning: The Case of IRS-Assisted Wireless Networks, Shimin Gong, Jiaye Lin, Beichen Ding, Dusit Niyato, Dong In Kim, Mohsen Guizani
Machine Learning Faculty Publications

Blockchain and Federated Deep Reinforcement Learning Based Secure Cloud-Edge-End Collaboration in Power IoT, Sunxuan Zhang, Zhao Wang, Zhenyu Zhou, Yang Wang, Hui Zhang, Geng Zhang, Huixia Ding, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

Industrial digital twins at the nexus of NextG wireless networks and computational intelligence: A survey, Shah Zeb, Aamir Mahmood, Syed Ali Hassan, MD. Jalil Piran, Mikael Gidlund, Mohsen Guizani
Machine Learning Faculty Publications

Slicing-Based Software-Defined Mobile Edge Computing in the Air, Jianhang Tang, Jiangtian Nie, Jun Zhao, Yi Zhou, Zehui Xiong, 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

Design and Formal Analysis of a Lightweight MIPv6 Authentication Scheme, Daojing He, Xintong Lu, Xuru Li, Sammy Chan, Mohsen Guizani
Machine Learning Faculty Publications

A Secure Energy Efficient Scheme for Cooperative IoT Networks, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, Mohsen Guizani
Machine Learning Faculty Publications

Wave Height Prediction Suitable for Maritime Transportation Based on Green Ocean of Things, Ranran Lou, Zhihan Lv, Mohsen Guizani
Machine Learning Faculty Publications

Multi-Carrier DCSK With Hybrid Index Modulation: A New Perspective on Frequency-Index-Aided Chaotic Communication, Yiwei Tao, Yi Fang, Huan Ma, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

When Federated Learning Meets Game Theory: A Cooperative Framework to secure IIoT Applications on Edge Computing, Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, Mohsen Guizani
Machine Learning Faculty Publications

Intelligent Edge-Enabled Efficient Multi-Source Data Fusion for Autonomous Surface Vehicles in Maritime Internet of Things, Ryan Wen Liu, Yu Guo, Jiangtian Nie, Qin Hu, Zehui Xiong, Han Yu, Mohsen Guizani
Machine Learning Faculty Publications

A Comprehensive Survey on the Applications of Blockchain for Securing Vehicular Networks, Tejasvi Alladi, Vinay Chamola, Nishad Sahu, Vishnu Venkatesh, Adit Goyal, Mohsen Guizani
Machine Learning Faculty Publications

On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities, Sherief Hashima, Zubair Md Fadlullah, Mostafa M. Fouda, Ehab Mahmoud Mohamed, Kohei Hatano, Basem M. Elhalawany, Mohsen Guizani
Machine Learning Faculty Publications

An Improved Federated Learning Algorithm for Privacy-Preserving in Cybertwin-Driven 6G System, Miao Yang, Ximin Wang, Hua Qian, Yongxin Zhu, Hongbin Zhu, Mohsen Guizani, Victor Chang
Machine Learning Faculty Publications

Accurate and Efficient Performance Prediction for Mobile IoV Networks Using GWO-GR Neural Network, Lingwei Xu, Xinpeng Zhou, Yong Fu, Guanwu Jiang, Xu Yu, Miao Yu, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Multi-agent Reinforcement Learning Aided Service Function Chain Deployment for Internet of Things, Yuchao Zhu, Haipeng Yao, Tianle Mai, Wenji He, Ni Zhang, Mohsen Guizani
Machine Learning Faculty Publications

Analyzing the Impact of Machine Learning on Cancer Treatments, Victor Chang, Gunji Srilikhita, Qianwen Ariel Xu, M. A. Hossain, Mohsen Guizani
Machine Learning Faculty Publications

Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things, Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, Mohsen Guizani
Machine Learning Faculty Publications

Analysis of Beyond 5G Integrated Communication and Ranging Services Under Indoor 3-D mmWave Stochastic Channels, Shah Zeb, Aamir Mahmood, Syed Ali Hassan, Mikael Gidlund, Mohsen Guizani
Machine Learning Faculty Publications

Transfer Reinforcement Learning Aided Distributed Network Slicing Optimization in Industrial IoT, Tainle Mai, Haipeng Yao, Ni Zhang, Wenji Ha, Dong Guo, Mohsen Guizani
Machine Learning Faculty Publications

AI-based Intrusion Detection for Intelligence Internet of Vehicles, Dapeng Man, Fanyi Zeng, Jiguang Lv, Shichang Xuan, Wu Yang, Mohsen Guizani
Machine Learning Faculty Publications

Explainable Intelligence-Driven Defense Mechanism Against Advanced Persistent Threats: A Joint Edge Game and AI Approach, Huiling Li, Jun Wu, Hansong Xu, Gaolei Li, Mohsen Guizani
Machine Learning Faculty Publications

Energy-Aware Blockchain and Federated Learning-Supported Vehicular Networks, Moayad Aloqaily, Ismaeel Al Ridhawi, Mohsen Guizani
Machine Learning Faculty Publications