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)

An enhanced attention and dilated convolution-based ensemble model for network intrusion detection system against adversarial evasion attacks. - Omer Fawzi Awad; Mesut Çevik; Hameed Mutlag Farhan (Peer Peer Netw. Appl., 2025)

Improving Oil Pipeline Surveillance with a Novel 3D Drone Simulation Using Dynamically Constrained Accumulative Membership Fuzzy Logic Algorithm (DCAMFL) for Crack Detection. - Omar Saber Muhi; Hameed Mutlag Farhan; Sefer Kurnaz (Int. J. Comput. Intell. Syst., 2025)