Mohamed I. Ibrahem

68 papers B 7C 7Journal 35Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Secure and Robust ML Framework for Sequence Classification and Adversarial Evaluation in a Bilateral Carpal Tunnel Syndrome Crossover Dataset. Inf. Pratik Pandurang Kharat, Sufian Al Majmaie, Ghazal Ghajari, Fathi H. Amsaad, Mohamed I. Ibrahem
2026	J	`jnl`	Clustered Federated Learning for Healthcare Analytics: A Dual Blockchain-Functional Encryption Method for Fortified Aggregation. IEEE Internet Things J. Abdullah Melhem, Ahmed Aleroud, Abdullah Al-Mamun, Mohamed I. Ibrahem
2026	J	`jnl`	Privacy-Preserving Federated Meta-Learning for Cell-Free Massive MIMO: Instant Adaptation With Distributed Intelligence. IEEE Internet Things J. Iqra Batool, Mostafa M. Fouda, Mohamed I. Ibrahem, Zubair Md Fadlullah
2026	J	`jnl`	Quantum-Enhanced Massive MIMO Beamforming for 6G IoT Networks: A QAOA-Based Optimization Framework. IEEE Open J. Commun. Soc. Iqra Batool, Mostafa M. Fouda, Muhammad Ismail, Mohamed I. Ibrahem, Zubair Md Fadlullah, Nei Kato
2025	B	`conf`	A Novel Secure and Efficient Approach for Heart Attack Detection with Unlinkability and Anonymity. GLOBECOM Hussien AbdelRaouf, Mahmoud Abouyoussef, Mohamed I. Ibrahem
2025	—	`conf`	Adaptive Resource Allocation for 6G Network Slicing via Hybrid CNN-LSTM Architecture. VTC2025-Fall Iqra Batool, Mostafa M. Fouda, Mohamed I. Ibrahem, Muhammad Ismail, Zubair Md Fadlullah
2025	—	`conf`	Adaptive Resource Allocation in Emerging High-mobility Networks Using Hybrid Deep Learning Models. ICC Iqra Batool, Mostafa M. Fouda, Mohamed I. Ibrahem, Muhammad Ismail, Zubair Md Fadlullah
2025	B	`conf`	Adversary-Resilient Clustered Federated Learning for Secure AI-Driven Healthcare Data Analytics. IWCMC Abdullah Melhem, Ahmed Aleroud, Abdullah Al-Mamun, George Karabatis, Mohamed I. Ibrahem
2025	J	`jnl`	BOL-LPP: A Bayesian-Optimized LSTM Model for Day-Ahead Load Price Forecasting in the ERCOT Market. IEEE Open J. Comput. Soc. Yomna Mohamed, Mostafa M. Fouda, Zubair Md Fadlullah, Rabab Abdelfattah, Mohamed I. Ibrahem
2025	J	`jnl`	Bayesian Optimization-Aided Hybrid Deep Learning Model for Lightweight UAV-Based Smoke Detection. IEEE Internet Things J. Rabab Abdelfattah, Kareem Abdelfatah, Mostafa M. Fouda, Zubair Md Fadlullah, Mahmoud Abouyoussef, Mohamed I. Ibrahem
2025	C	`conf`	Combating Neural Network Adversaries in Autonomous Vehicles: A 6G-Ready Defense Framework. WINCOM Mohammad J. Akhtar, Rishabh Jain, Iqra Batool, Mostafa M. Fouda, Mohamed I. Ibrahem, Sherief Hashima, Zubair Md Fadlullah
2025	—	`conf`	DRL-Based NFV Orchestration for Ultra-Low Latency Edge Applications. VCC Iqra Batool, Mostafa M. Fouda, Mohamed I. Ibrahem, Zubair Md Fadlullah
2025	J	`jnl`	Empowering AI-Driven Healthcare With Secure, Decentralized, and Privacy-Enhancing Adaptive Intelligence. IEEE Internet Things J. Hussien AbdelRaouf, Mahmoud Abouyoussef, Mostafa M. Fouda, Mohamed I. Ibrahem
2025	J	`jnl`	Explainable Artificial Intelligence in Malignant Lymphoma Classification: Optimized DenseNet121 Deep Learning Approach With Particle Swarm Optimization and Genetic Algorithm. IEEE Access Haitham Elwahsh, Ali Bakhiet, Omar Ibrahim Alirr, Tarek Khalifa, Maazen Alsabaan, Mohamed I. Ibrahem, Engy A. El-Shafeiy
2025	J	`jnl`	Hyperparameter optimization of XGBoost and hybrid CnnSVM for cyber threat detection using modified Harris hawks algorithm. PeerJ Comput. Sci. Haitham Elwahsh, Ali Bakhiet, Tarek Khalifa, Julian Hoxha, Maazen Alsabaan, Mohamed I. Ibrahem, Mahmoud Elwahsh, Engy A. El-Shafeiy
2025	J	`jnl`	Joint Optimization of IRS and THz Resource Allocation in 6G IoT Networks: An Adaptive Online MADDPG Approach. IEEE Internet Things J. Iqra Batool, Mostafa M. Fouda, Muhammad Ismail, Mohamed I. Ibrahem, Khaled M. Rabie, Shikhar Verma, Zubair Md Fadlullah
2025	J	`jnl`	Leveraging Multihead Attention and Counterfactual Explanations for Precise and Efficient Activity Recognition and Heart Attack Detection. IEEE Internet Things J. Hussien AbdelRaouf, Mahmoud Abouyoussef, Mohamed I. Ibrahem
2025	—	`conf`	MAGHE: A Predictive Mobility-Aware Framework for VNF Embedding in B5G Networks. VCC Lara Tarkh, Mohan Li, Iqra Batool, Mostafa M. Fouda, Mohamed I. Ibrahem, Hanan Lutfiyya, Zubair Md Fadlullah
2025	C	`conf`	PFANS: An Intelligent 6G Framework for Dynamic Autonomous Vehicle Learning. WINCOM Iqra Batool, Mostafa M. Fouda, Mohamed I. Ibrahem, Muhammad Ismail, Sherief Hashima, Zubair Md Fadlullah
2025	J	`jnl`	Privacy-Preserving Data-Driven Learning Models for Emerging Communication Networks: A Comprehensive Survey. IEEE Commun. Surv. Tutorials Mostafa M. Fouda, Zubair Md Fadlullah, Mohamed I. Ibrahem, Nei Kato
2025	—	`conf`	REDUS: Adaptive Resampling for Efficient Deep Learning in Centralized and Federated IoT Networks. ICC Eyad Gad, Gad Gad, Mostafa M. Fouda, Mohamed I. Ibrahem, Muhammad Ismail, Zubair Md Fadlullah
2025	J	`jnl`	REDUS: Adaptive Resampling for Efficient Deep Learning in Centralized and Federated IoT Networks. CoRR Eyad Gad, Gad Gad, Mostafa M. Fouda, Mohamed I. Ibrahem, Muhammad Ismail, Zubair Md Fadlullah
2025	J	`jnl`	Revolutionizing User Authentication Exploiting Explainable AI and CTGAN-Based Keystroke Dynamics. IEEE Open J. Comput. Soc. Hussien AbdelRaouf, Mostafa M. Fouda, Mohamed I. Ibrahem
2025	—	`conf`	Towards Decentralized, Secure, and Efficient Adaptive Learning for Robust Healthcare Monitoring. ICC Hussien AbdelRaouf, Mahmoud Abouyoussef, Mostafa M. Fouda, Zubair Md Fadlullah, Mohamed I. Ibrahem
2025	—	`conf`	ZT-RIC: A Zero Trust RIC Framework for Ensuring Data Privacy and Confidentiality in Open RAN. CCNC Diana Lin, Samarth Bhargav, Azuka J. Chiejina, Mohamed I. Ibrahem, Vijay K. Shah
2025	B	`conf`	ZTP: A Scalable and Lightweight Privacy-Preserving Blockchain via Scale-Free Quorums and Geometric Fragmentation. ICPP Abdullah Al-Mamun, Dongfang Zhao, Gagan Agrawal, Ahmed Aleroud, Mohamed I. Ibrahem
2024	J	`jnl`	A Lightweight Privacy-Preserving Load Forecasting and Monitoring Scheme Supporting Dynamic Billing for Smart Grids: No KDC Required. IEEE Internet Things J. Mohamed I. Ibrahem, Mostafa M. Fouda
2024	—	`conf`	A Survey on the Landscape of Machine Learning Solutions for Detecting Phishing Attacks. AIBThings Shijon Das, Mohamed I. Ibrahem, Mostafa M. Fouda
2024	J	`jnl`	A Trojan Attack Against Smart Grid Federated Learning and Countermeasures. IEEE Access Atef H. Bondok, Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Ahmed T. El-Toukhy, Maazen Alsabaan, Fathi H. Amsaad, Mohamed I. Ibrahem
2024	J	`jnl`	Advanced 3D Face Reconstruction from Single 2D Images Using Enhanced Adversarial Neural Networks and Graph Neural Networks. Sensors Mohamed Fathallah, Sherif El-Etriby, Maazen Alsabaan, Mohamed I. Ibrahem, Gamal Farok
2024	C	`conf`	An Innovative Approach for Human Activity Recognition Based on a Multi-Head Attention Mechanism. ICMLA Hussien AbdelRaouf, Mahmoud Abouyoussef, Mohamed I. Ibrahem
2024	J	`jnl`	Deep Complex Gated Recurrent Networks-Based IoT Network Intrusion Detection Systems. Sensors Engy A. El-Shafeiy, Walaa M. Elsayed, Haitham Elwahsh, Maazen Alsabaan, Mohamed I. Ibrahem, Gamal Farouk Elhady
2024	—	`conf`	Demand Response in Smart Grids: Challenges, Solutions, and Security Implications. AIBThings Hussien AbdelRaouf, Ryker Gogolkiewicz, Nathaniel Kim, Nicholas McCaughan, Joel Alanes, Ali Nadhaif, Mostafa M. Fouda, Mohamed I. Ibrahem
2024	—	`conf`	Enhancing Diabetes Prediction Based on Pair-Wise Ensemble Learning Model Selection. SmartNets Ahmed F. Ashour, Mostafa M. Fouda, Zubair Md Fadlullah, Mohamed I. Ibrahem
2024	—	`conf`	Exploring Advanced Techniques for Identifying Electricity Theft in Smart Grid Systems. AIBThings Hussien AbdelRaouf, Mohamed I. Ibrahem
2024	—	`conf`	FedSafe-No KDC Needed: Decentralized Federated Learning with Enhanced Security and Efficiency. CCNC Mohamed I. Ibrahem, Mostafa M. Fouda, Zubair Md Fadlullah
2024	—	`conf`	Federated Learning With Selective Knowledge Distillation Over Bandwidth-constrained Wireless Networks. ICC Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nei Kato
2024	—	`conf`	Poisoning Attack Mitigation for Privacy-Preserving Federated Learning-Based Energy Theft Detection. ICC Mahmoud Srewa, Michaela F. Winfree, Mohamed I. Ibrahem, Mahmoud Nabil, Rongxing Lu, Ahmad Alsharif
2024	—	`conf`	Privacy Preservation Techniques in Smart Grids: Balancing Security and Utility in IoT-Driven Environments. AIBThings Hussien AbdelRaouf, Michael Long, Paul Tran, Luna Baral, Zuha Khan, Mohamed Mahmoud, Mostafa M. Fouda, Mohamed I. Ibrahem
2024	—	`conf`	Privacy-preserving, Lightweight, and Decentralized Load Forecasting in Smart Grid AMI Networks. ICC Mohamed I. Ibrahem, Hussien AbdelRaouf, Ahmad Alsharif, Mostafa M. Fouda, Zubair Md Fadlullah, Ahmed Aleroud
2024	J	`jnl`	Securing Smart Grid False Data Detectors Against White-Box Evasion Attacks Without Sacrificing Accuracy. IEEE Internet Things J. Islam Elgarhy, Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Mahmoud Nabil Mahmoud, Maazen Alsabaan, Mohamed I. Ibrahem
2024	—	`conf`	Securing Smart Grids: Deep Reinforcement Learning Approach for Detecting Cyber-Attacks. SmartNets Ahmed T. El-Toukhy, Islam Elgarhy, Mahmoud M. Badr, Mohamed Mahmoud, Mostafa M. Fouda, Mohamed I. Ibrahem, Fathi Amsaad
2024	J	`jnl`	The Potential of Deep Learning in Underwater Wireless Sensor Networks and Noise Canceling for the Effective Monitoring of Aquatic Life. Sensors Walaa M. Elsayed, Maazen Alsabaan, Mohamed I. Ibrahem, Engy A. El-Shafeiy
2024	—	`conf`	Unraveling Model Inversion Attacks: A Survey of Machine Learning Vulnerabilities. AIBThings Tanzim Mostafa, Mohamed I. Ibrahem, Mostafa M. Fouda
2024	J	`jnl`	ZT-RIC:A Zero Trust RIC Framework for ensuring data Privacy and Confidentiality in Open RAN. CoRR Diana Lin, Samarth Bhargav, Azuka J. Chiejina, Mohamed I. Ibrahem, Vijay K. Shah
2023	J	`jnl`	Detection of Distributed Denial of Charge (DDoC) Attacks Using Deep Neural Networks With Vector Embedding. IEEE Access Ahmed A. Shafee, Mohamed M. E. A. Mahmoud, Gautam Srivastava, Mostafa M. Fouda, Maazen Alsabaan, Mohamed I. Ibrahem
2023	J	`jnl`	Enhancing Security in ZigBee Wireless Sensor Networks: A New Approach and Mutual Authentication Scheme for D2D Communication. Sensors Alaa M. Allakany, Abeer Saber, Samih Mohemmed Mostafa, Maazen Alsabaan, Mohamed I. Ibrahem, Haitham Elwahsh
2023	B	`conf`	Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems. GLOBECOM Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nidal Nasser
2023	B	`conf`	Moreau Envelopes-Based Personalized Asynchronous Federated Learning: Improving Practicality in Network Edge Intelligence. GLOBECOM Anwar Asad, Mostafa M. Fouda, Zubair Md Fadlullah, Mohamed I. Ibrahem, Nidal Nasser
2023	J	`jnl`	Privacy-Preserving Detection of Power Theft in Smart Grid Change and Transmit (CAT) Advanced Metering Infrastructure. IEEE Access Mohammed J. Abdulaal, Mohamed M. E. A. Mahmoud, Saheed A. Bello, Junaid Khalid, Abdulah Jeza Aljohani, Ahmad H. Milyani, Abdullah M. Abusorrah, Mohamed I. Ibrahem
2023	J	`jnl`	Privacy-Preserving and Communication-Efficient Energy Prediction Scheme Based on Federated Learning for Smart Grids. IEEE Internet Things J. Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Yuguang Fang, Mohammed J. Abdulaal, Abdulah Jeza Aljohani, Waleed Alasmary, Mohamed I. Ibrahem
2023	J	`jnl`	Real-Time Anomaly Detection for Water Quality Sensor Monitoring Based on Multivariate Deep Learning Technique. Sensors Engy A. El-Shafeiy, Maazen Alsabaan, Mohamed I. Ibrahem, Haitham Elwahsh
2023	B	`conf`	Secure and Efficient Federated Learning in LEO Constellations Using Decentralized Key Generation and On-Orbit Model Aggregation. GLOBECOM Mohamed Elmahallawy, Tie Luo, Mohamed I. Ibrahem
2023	J	`jnl`	Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation. CoRR Mohamed Elmahallawy, Tie Luo, Mohamed I. Ibrahem
2022	J	`jnl`	Detection of False-Reading Attacks in Smart Grid Net-Metering System. IEEE Internet Things J. Mahmoud M. Badr, Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Fawaz Alsolami, Waleed Alasmary
2022	J	`jnl`	Electricity-Theft Detection for Change-and-Transmit Advanced Metering Infrastructure. IEEE Internet Things J. Mohamed I. Ibrahem, Mohamed M. E. A. Mahmoud, Fawaz Alsolami, Waleed Alasmary, Abdullah Saad Al-Malaise Al-Ghamdi, Xuemin Shen
2022	B	`conf`	Privacy-preserving and Efficient Decentralized Federated Learning-based Energy Theft Detector. GLOBECOM Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Basem M. ElHalawany, Waleed Alasmary
2022	J	`jnl`	Real-Time Detection of False Readings in Smart Grid AMI Using Deep and Ensemble Learning. IEEE Access Mohammed J. Abdulaal, Mohamed I. Ibrahem, Mohamed M. E. A. Mahmoud, Junaid Khalid, Abdulah Jeza Aljohani, Ahmad H. Milyani, Abdullah M. Abusorrah
2021	C	`conf`	Countering Presence Privacy Attack in Efficient AMI Networks Using Interactive Deep-Learning. ISNCC Mohamed I. Ibrahem, Mahmoud M. Badr, Mohamed Mahmoud, Mostafa M. Fouda, Waleed Alasmary
2021	C	`conf`	Detecting Electricity Fraud in the Net-Metering System Using Deep Learning. ISNCC Mahmoud M. Badr, Mohamed I. Ibrahem, Mohamed Baza, Mohamed Mahmoud, Waleed Alasmary
2021	C	`conf`	Detecting Electricity Theft Cyber-attacks in CAT AMI System Using Machine Learning. ISNCC Mohamed I. Ibrahem, Sherif Abdelfattah, Mohamed Mahmoud, Waleed Alasmary
2021	J	`jnl`	Efficient Privacy-Preserving Electricity Theft Detection With Dynamic Billing and Load Monitoring for AMI Networks. IEEE Internet Things J. Mohamed I. Ibrahem, Mahmoud Nabil, Mostafa M. Fouda, Mohamed M. E. A. Mahmoud, Waleed Alasmary, Fawaz Alsolami
2021	J	`jnl`	Privacy Preserving and Efficient Data Collection Scheme for AMI Networks Using Deep Learning. IEEE Internet Things J. Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Fawaz Alsolami, Waleed Alasmary, Xuemin Shen
2021	—	`conf`	UBLS: User-Based Location Selection Scheme for Preserving Location Privacy. ICC Workshops Muneera Alotaibi, Mohamed I. Ibrahem, Waleed Alasmary, Dawood Al-Abri, Mohamed Mahmoud
2020	J	`jnl`	Detection of False-Reading Attacks in the AMI Net-Metering System. CoRR Mahmoud M. Badr, Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Waleed Alasmary
2020	J	`jnl`	Efficient Privacy-Preserving Electricity Theft Detection with Dynamic Billing and Load Monitoring for AMI Networks. CoRR Mohamed I. Ibrahem, Mahmoud Nabil, Mostafa M. Fouda, Mohamed Mahmoud, Waleed Alasmary, Fawaz Alsolami
2020	C	`conf`	PMBFE: Efficient and Privacy-Preserving Monitoring and Billing Using Functional Encryption for AMI Networks. ISNCC Mohamed I. Ibrahem, Mahmoud M. Badr, Mostafa M. Fouda, Mohamed Mahmoud, Waleed Alasmary, Zubair Md Fadlullah
2020	J	`jnl`	Privacy-Preserving and Efficient Data Collection Scheme for AMI Networks Using Deep Learning. CoRR Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Fawaz Alsolami, Waleed Alasmary, Xuemin Shen