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ORCIDMohamed I. Ibrahem
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Journal Articles
- 2024
[j15]Mohamed I. Ibrahem
, Mostafa M. Fouda:
A Lightweight Privacy-Preserving Load Forecasting and Monitoring Scheme Supporting Dynamic Billing for Smart Grids: No KDC Required. IEEE Internet Things J. 11(19): 32160-32171 (2024)- [j14]Islam Elgarhy, Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Mahmoud Nabil Mahmoud, Maazen Alsabaan, Mohamed I. Ibrahem:
Securing Smart Grid False Data Detectors Against White-Box Evasion Attacks Without Sacrificing Accuracy. IEEE Internet Things J. 11(20): 33873-33889 (2024) - [j13]Engy A. El-Shafeiy, Walaa M. Elsayed, Haitham Elwahsh, Maazen Alsabaan, Mohamed I. Ibrahem, Gamal Farouk Elhady:
Deep Complex Gated Recurrent Networks-Based IoT Network Intrusion Detection Systems. Sensors 24(18): 5933 (2024) - [j12]Walaa M. Elsayed, Maazen Alsabaan, Mohamed I. Ibrahem, Engy A. El-Shafeiy:
The Potential of Deep Learning in Underwater Wireless Sensor Networks and Noise Canceling for the Effective Monitoring of Aquatic Life. Sensors 24(18): 6102 (2024) - [j11]Mohamed Fathallah, Sherif El-Etriby, Maazen Alsabaan, Mohamed I. Ibrahem, Gamal Farok:
Advanced 3D Face Reconstruction from Single 2D Images Using Enhanced Adversarial Neural Networks and Graph Neural Networks. Sensors 24(19): 6280 (2024) - 2023
- [j10]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:
Privacy-Preserving Detection of Power Theft in Smart Grid Change and Transmit (CAT) Advanced Metering Infrastructure. IEEE Access 11: 68569-68587 (2023) - [j9]Ahmed A. Shafee, Mohamed M. E. A. Mahmoud, Gautam Srivastava, Mostafa M. Fouda, Maazen Alsabaan, Mohamed I. Ibrahem:
Detection of Distributed Denial of Charge (DDoC) Attacks Using Deep Neural Networks With Vector Embedding. IEEE Access 11: 75381-75397 (2023) - [j8]Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Yuguang Fang, Mohammed J. Abdulaal, Abdulah Jeza Aljohani, Waleed Alasmary, Mohamed I. Ibrahem:
Privacy-Preserving and Communication-Efficient Energy Prediction Scheme Based on Federated Learning for Smart Grids. IEEE Internet Things J. 10(9, May 1): 7719-7736 (2023) - [j7]Alaa M. Allakany, Abeer Saber, Samih Mohemmed Mostafa, Maazen Alsabaan, Mohamed I. Ibrahem, Haitham Elwahsh:
Enhancing Security in ZigBee Wireless Sensor Networks: A New Approach and Mutual Authentication Scheme for D2D Communication. Sensors 23(12): 5703 (2023) - [j6]Engy A. El-Shafeiy, Maazen Alsabaan, Mohamed I. Ibrahem, Haitham Elwahsh:
Real-Time Anomaly Detection for Water Quality Sensor Monitoring Based on Multivariate Deep Learning Technique. Sensors 23(20): 8613 (2023) - 2022
- [j5]Mohammed J. Abdulaal, Mohamed I. Ibrahem, Mohamed M. E. A. Mahmoud, Junaid Khalid, Abdulah Jeza Aljohani, Ahmad H. Milyani, Abdullah M. Abusorrah:
Real-Time Detection of False Readings in Smart Grid AMI Using Deep and Ensemble Learning. IEEE Access 10: 47541-47556 (2022) - [j4]Mahmoud M. Badr, Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Fawaz Alsolami, Waleed Alasmary:
Detection of False-Reading Attacks in Smart Grid Net-Metering System. IEEE Internet Things J. 9(2): 1386-1401 (2022) - [j3]Mohamed I. Ibrahem, Mohamed M. E. A. Mahmoud, Fawaz Alsolami, Waleed Alasmary, Abdullah Saad Al-Malaise Al-Ghamdi, Xuemin Shen:
Electricity-Theft Detection for Change-and-Transmit Advanced Metering Infrastructure. IEEE Internet Things J. 9(24): 25565-25580 (2022) - 2021
- [j2]Mohamed I. Ibrahem, Mahmoud Nabil, Mostafa M. Fouda, Mohamed M. E. A. Mahmoud, Waleed Alasmary, Fawaz Alsolami:
Efficient Privacy-Preserving Electricity Theft Detection With Dynamic Billing and Load Monitoring for AMI Networks. IEEE Internet Things J. 8(2): 1243-1258 (2021) - [j1]Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Fawaz Alsolami, Waleed Alasmary, Xuemin Shen:
Privacy Preserving and Efficient Data Collection Scheme for AMI Networks Using Deep Learning. IEEE Internet Things J. 8(23): 17131-17146 (2021)
Conference and Workshop Papers
- 2024
- [c15]Mohamed I. Ibrahem, Mostafa M. Fouda, Zubair Md. Fadlullah:
FedSafe-No KDC Needed: Decentralized Federated Learning with Enhanced Security and Efficiency. CCNC 2024: 969-975 - [c14]Mohamed I. Ibrahem, Hussien AbdelRaouf, Ahmad Alsharif, Mostafa M. Fouda, Zubair Md. Fadlullah, Ahmed Aleroud:
Privacy-preserving, Lightweight, and Decentralized Load Forecasting in Smart Grid AMI Networks. ICC 2024: 2222-2227 - [c13]Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nei Kato:
Federated Learning With Selective Knowledge Distillation Over Bandwidth-constrained Wireless Networks. ICC 2024: 3476-3481 - [c12]Mahmoud Srewa, Michaela F. Winfree, Mohamed I. Ibrahem, Mahmoud Nabil, Rongxing Lu, Ahmad Alsharif:
Poisoning Attack Mitigation for Privacy-Preserving Federated Learning-Based Energy Theft Detection. ICC 2024: 3962-3968 - [c11]Ahmed F. Ashour, Mostafa M. Fouda, Zubair Md. Fadlullah, Mohamed I. Ibrahem:
Enhancing Diabetes Prediction Based on Pair-Wise Ensemble Learning Model Selection. SmartNets 2024: 1-6 - [c10]Ahmed T. El-Toukhy, Islam Elgarhy, Mahmoud M. Badr, Mohamed Mahmoud, Mostafa M. Fouda, Mohamed I. Ibrahem, Fathi Amsaad:
Securing Smart Grids: Deep Reinforcement Learning Approach for Detecting Cyber-Attacks. SmartNets 2024: 1-6 - 2023
- [c9]Anwar Asad, Mostafa M. Fouda, Zubair Md. Fadlullah, Mohamed I. Ibrahem, Nidal Nasser:
Moreau Envelopes-Based Personalized Asynchronous Federated Learning: Improving Practicality in Network Edge Intelligence. GLOBECOM 2023: 2033-2038 - [c8]Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nidal Nasser:
Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems. GLOBECOM 2023: 2051-2056 - [c7]Mohamed Elmahallawy, Tie Luo, Mohamed I. Ibrahem:
Secure and Efficient Federated Learning in LEO Constellations Using Decentralized Key Generation and On-Orbit Model Aggregation. GLOBECOM 2023: 5727-5732 - 2022
- [c6]Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Basem M. ElHalawany, Waleed Alasmary:
Privacy-preserving and Efficient Decentralized Federated Learning-based Energy Theft Detector. GLOBECOM 2022: 287-292 - 2021
- [c5]Muneera Alotaibi, Mohamed I. Ibrahem, Waleed Alasmary, Dawood Al-Abri, Mohamed Mahmoud:
UBLS: User-Based Location Selection Scheme for Preserving Location Privacy. ICC Workshops 2021: 1-6 - [c4]Mahmoud M. Badr, Mohamed I. Ibrahem, Mohamed Baza, Mohamed Mahmoud, Waleed Alasmary:
Detecting Electricity Fraud in the Net-Metering System Using Deep Learning. ISNCC 2021: 1-6 - [c3]Mohamed I. Ibrahem, Sherif Abdelfattah, Mohamed Mahmoud, Waleed Alasmary:
Detecting Electricity Theft Cyber-attacks in CAT AMI System Using Machine Learning. ISNCC 2021: 1-6 - [c2]Mohamed I. Ibrahem, Mahmoud M. Badr, Mohamed Mahmoud, Mostafa M. Fouda, Waleed Alasmary:
Countering Presence Privacy Attack in Efficient AMI Networks Using Interactive Deep-Learning. ISNCC 2021: 1-7 - 2020
- [c1]Mohamed I. Ibrahem, Mahmoud M. Badr, Mostafa M. Fouda, Mohamed Mahmoud, Waleed Alasmary, Zubair Md. Fadlullah:
PMBFE: Efficient and Privacy-Preserving Monitoring and Billing Using Functional Encryption for AMI Networks. ISNCC 2020: 1-7
Informal and Other Publications
- 2023
- [i4]Mohamed Elmahallawy, Tie Luo, Mohamed I. Ibrahem:
Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation. CoRR abs/2309.01828 (2023) - 2020
- [i3]Mohamed I. Ibrahem, Mahmoud Nabil, Mostafa M. Fouda, Mohamed Mahmoud, Waleed Alasmary, Fawaz Alsolami:
Efficient Privacy-Preserving Electricity Theft Detection with Dynamic Billing and Load Monitoring for AMI Networks. CoRR abs/2005.13793 (2020) - [i2]Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Fawaz Alsolami, Waleed Alasmary, Xuemin Shen:
Privacy-Preserving and Efficient Data Collection Scheme for AMI Networks Using Deep Learning. CoRR abs/2011.03814 (2020) - [i1]Mahmoud M. Badr, Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda, Waleed Alasmary:
Detection of False-Reading Attacks in the AMI Net-Metering System. CoRR abs/2012.01983 (2020)
Coauthor Index
aka: Mostafa M. Fouda
aka: Mohamed M. E. A. Mahmoud
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