2026. Deep Learning-Based Software Defect Detection: A Comparative Study of Neural Network Architectures. Indonesian Applied Research Computing and Informatics. 1, 2 (Feb. 2026), 47–59. DOI:https://doi.org/10.64479/iarci.v1i2.65.