Industrial Datasets with ICS Testbed and Attack Detection Using Machine Learning Techniques. - Sinil Mubarak; Mohamed Hadi Habaebi; Md. Rafiqul Islam 005; Asaad Balla; Mohammad Tahir; Elfatih Abdelrahman Ahmed Elsheikh; Fakhereldin M. Suliman (Intell. Autom. Soft Comput., 2022)

The Effect of Dataset Imbalance on the Performance of SCADA Intrusion Detection Systems. - Asaad Balla; Mohamed Hadi Habaebi; Elfatih Abdelrahman Ahmed Elsheikh; Md. Rafiqul Islam 005; Fakher Eldin Mohamed Suliman (Sensors, 2023)

Enhanced CNN-LSTM Deep Learning for SCADA IDS Featuring Hurst Parameter Self-Similarity. - Asaad Balla; Mohamed Hadi Habaebi; Elfatih Abdelrahman Ahmed Elsheikh; Md. Rafiqul Islam 005; Fakher Eldin Mohamed Suliman; Sinil Mubarak (IEEE Access, 2024)