Clustering and ensemble based approach for securing electricity theft detectors against evasion attacks I Elgarhy, MM Badr, MMEA Mahmoud, MM Fouda, M Alsabaan, ... IEEE Access 11, 112147-112164, 2023 | 32 | 2023 |
Secured Cluster-Based Electricity Theft Detectors Against Blackbox Evasion Attacks I Elgarhy, A El-toukhy, M Badr, M Mahmoud, M Fouda, M Alsabaan, ... the IEEE 21st Consumer Communications & Networking Conference (CCNC), 6-9, 2024 | 16 | 2024 |
Multi-class Support Vector Machine Training and Classification Based on MPI-GPU Hybrid Parallel Architecture I Elgarhy, H Khaled, RE Gohary, HM Faheem International Conference on Advanced Intelligent Systems and Informatics …, 2018 | 5 | 2018 |
Securing smart grid false data detectors against white-box evasion attacks without sacrificing accuracy I Elgarhy, MM Badr, M Mahmoud, M Nabil, M Alsabaan, MI Ibrahem IEEE Internet of Things Journal, 2024 | 4 | 2024 |
Securing smart grids: Deep reinforcement learning approach for detecting cyber-attacks AT El-Toukhy, I Elgarhy, MM Badr, M Mahmoud, MM Fouda, MI Ibrahem, ... 2024 International Conference on Smart Applications, Communications and …, 2024 | 4 | 2024 |
False Data Injection Attacks on Reinforcement Learning-Based Charging Coordination in Smart Grids and a Countermeasure. AA Elshazly, I Elgarhy, AT Eltoukhy, M Mahmoud, W Eberle, M Alsabaan, ... Applied Sciences (2076-3417) 14 (23), 2024 | | 2024 |
XAI-Based Accurate Anomaly Detector That Is Robust Against Black-Box Evasion Attacks for the Smart Grid I Elgarhy, MM Badr, M Mahmoud, M Alsabaan, T Alshawi, M Alsaqhan Applied Sciences 14 (21), 9897, 2024 | | 2024 |
Repetitive Backdoor Attacks and Countermeasures for Smart Grid Reinforcement Incremental Learning AT Eltoukhy, MM Badr, I Elgarhy, M Mahmoud, M Alsabaan, T Alshawi IEEE Internet of Things Journal, 2024 | | 2024 |
Support Vector Machine Implementation on MPI-CUDA and Tensorflow Framework I Elgarhy arXiv preprint arXiv:2311.14908, 2023 | | 2023 |
* WINNER* Data Mining for Cardiovascular Disease Prediction I Elgarhy Proceedings of Student Research and Creative Inquiry Day 6, 2022 | | 2022 |