Anomaly Detection in ICS Datasets with Machine Learning Algorithms. - Sinil Mubarak; Mohamed Hadi Habaebi; Md. Rafiqul Islam 005; Abdul Rahman Farah Diyana; Mohammad Tahir (Comput. Syst. Sci. Eng., 2021)

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)

A detailed analysis of public industrial control system datasets. - Asaad Balla Babiker; Mohamed Hadi Habaebi; Sinil Mubarak; Md. Rafiqul Islam 005 (Int. J. Secur. Networks, 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)