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 (AISI, 2018)

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)

Support Vector Machine Implementation on MPI-CUDA and Tensorflow Framework. - Islam Elgarhy (CoRR, 2023)

Secured Cluster-Based Electricity Theft Detectors Against Blackbox Evasion Attacks. - Islam Elgarhy; Ahmed T. El-Toukhy; Mahmoud M. Badr; Mohamed Mahmoud 001; Mostafa M. Fouda; Maazen Alsabaan; Hisham A. Kholidy (CCNC, 2024)

Securing Smart Grids: Deep Reinforcement Learning Approach for Detecting Cyber-Attacks. - Ahmed T. El-Toukhy; Islam Elgarhy; Mahmoud M. Badr; Mohamed Mahmoud 001; Mostafa M. Fouda; Mohamed I. Ibrahem; Fathi Amsaad 001 (SmartNets, 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., 2024)

Repetitive Backdoor Attacks and Countermeasures for Smart Grid Reinforcement Incremental Learning. - Ahmed T. El-Toukhy; Mahmoud M. Badr; Islam Elgarhy; Mohamed Mahmoud 001; Maazen Alsabaan; Tariq Alshawi (IEEE Internet Things J., 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 001; Jianbing Ni; Maazen Alsabaan; Tariq Alshawi (IEEE Internet Things J., 2025)