Islam Elgarhy

According to our database, Islam Elgarhy authored at least 8 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Investigation of the Robustness of XAI-Based Federated Learning Against Adversarial Attacks for Smart Grid False Data Detection.

Islam Elgarhy, Mahmoud M. Badr, Mohamed Mahmoud, Jianbing Ni, Maazen Alsabaan, Tariq Alshawi

IEEE Internet Things J., 2025

Repetitive Backdoor Attacks and Countermeasures for Smart Grid Reinforcement Incremental Learning.

Ahmed T. El-Toukhy, Mahmoud M. Badr, Islam Elgarhy, Mohamed Mahmoud, Maazen Alsabaan, Tariq Alshawi

IEEE Internet Things J., 2025

2024

Securing Smart Grid False Data Detectors Against White-Box Evasion Attacks Without Sacrificing Accuracy.

Islam Elgarhy, Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Mahmoud Nabil Mahmoud, Maazen Alsabaan, Mohamed I. Ibrahem

IEEE Internet Things J., October, 2024

Securing Smart Grids: Deep Reinforcement Learning Approach for Detecting Cyber-Attacks.

Ahmed T. El-Toukhy, Islam Elgarhy, Mahmoud M. Badr, Mohamed Mahmoud, Mostafa M. Fouda, Mohamed I. Ibrahem, Fathi Amsaad

Proceedings of the International Conference on Smart Applications, 2024

Secured Cluster-Based Electricity Theft Detectors Against Blackbox Evasion Attacks.

Islam Elgarhy, Ahmed T. El-Toukhy, Mahmoud M. Badr, Mohamed Mahmoud, Mostafa M. Fouda, Maazen Alsabaan, Hisham A. Kholidy

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

Support Vector Machine Implementation on MPI-CUDA and Tensorflow Framework.

Islam Elgarhy

CoRR, 2023

Clustering and Ensemble Based Approach for Securing Electricity Theft Detectors Against Evasion Attacks.

Islam Elgarhy, Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Mostafa M. Fouda, Maazen Alsabaan, Hisham A. Kholidy

IEEE Access, 2023

2018

Multi-class Support Vector Machine Training and Classification Based on MPI-GPU Hybrid Parallel Architecture.

Islam Elgarhy, Heba Khaled, Rania El-Gohary, Hossam El Deen Mostafa Faheem

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018