Sinil Mubarak

Applications of deep learning algorithms for Supervisory Control and Data Acquisition intrusion detection system

Asaad Balla, Mohamed Hadi Habaebi, Md. Rafiqul Islam et al. · Cleaner Engineering and Technology · 2022 · 37 citations · Full text

Anomaly Detection in ICS Datasets with Machine Learning Algorithms

Sinil Mubarak, Mohamed Hadi Habaebi, Md. Rafiqul Islam et al. · Computer Systems Science and Engineering · 2021 · 30 citations · Full text

Anomaly Detection, Machine Learning, Engineering +21

Industrial Datasets with ICS Testbed and Attack Detection Using Machine Learning Techniques

Sinil Mubarak, Mohamed Hadi Habaebi, Md. Rafiqul Islam et al. · Intelligent Automation & Soft Computing · 2021 · 25 citations · Full text

Engineering, Machine Learning, Industrial Datasets +24

Enhanced CNN-LSTM Deep Learning for SCADA IDS Featuring Hurst Parameter Self-Similarity

Asaad Balla, Mohamed Hadi Habaebi, Elfatih A. A. Elsheikh et al. · IEEE Access · 2024 · 19 citations · Full text

ICS Cyber Attack Detection with Ensemble Machine Learning and DPI using Cyber-kit Datasets

Sinil Mubarak, Mohamed Hadi Habaebi, Md. Rafiqul Islam et al. · 2021 · 12 citations