Vallabhaneni, V. et al. 2025. A Comprehensive Review of Deepfake Detection Pertaining to Images, Videos, Audio, and News using Deep Learning Techniques. Engineering And Technology Journal. 10, 4 (Apr. 2025), 4535–4543. DOI:https://doi.org/10.47191/etj/v10i04.20.