crossrefAI2026-02-11Cited by 6
A Comprehensive Review of Deepfake Detection Techniques: From Traditional Machine Learning to Advanced Deep Learning Architectures
Ahmad Raza, Abdul Basit, Asjad Amin, Zeeshan Ahmad Arfeen, Muhammad I. Masud, Umar Fayyaz, et al.
Deepfake technology is causing unprecedented threats to the authenticity of digital media, and demand is high for reliable digital media detection systems. This systematic review focuses on an analysis of deepfake detection methods using deep learning approaches, machine learning…