M. Sarfraz, Syed Makhdoom Muhammad Mehdi, and Kanwal Yousaf, “A Lightweight ROI-Based 3D Convolutional Neural Network with Spatial Attention for Violence Detection in Videos”, IJIST, vol. 8, no. 3, pp. 595–607, May 2026.