Optimized face detector-based intelligent face mask detection model in IoT using deep learning approach. - Raghda Awad Shaban Naseri; Ayça Kurnaz; Hameed Mutlag Farhan (Appl. Soft Comput., 2023)

An efficient faults and attacks categorization model in IoT-based cyber physical systems using Dilated CNN and BiLSTM with multi-scale dense Attention module. - Riyam Laythkhaleel; Abdullahi Abdu Ibrahim; Raghda Awad Shaban Naseri; Hameed Mutlag Farhan (Biomed. Signal Process. Control., 2024)

Optimal feature tuning model by variants of convolutional neural network with LSTM for driver distract detection in IoT platform. - Hameed Mutlag Farhan; Ayça Kurnaz Türkben; Raghda Awad Shaban Naseri (Knowl. Inf. Syst., 2025)