Deep fakes have emerged as a significant security threat, particularly concernin

Deep fakes have emerged as a significant security threat, particularly concerning their potential to spread misinformation, commit fraud, and defame individuals. This solution model forms the foundation for a more comprehensive deep fake detection system, integrating various techniques to enhance accuracy and robustness. The proposed solution integrates multiple advanced AI/ML techniques, combining spatial, temporal, frequency, and audio-visual analyses to detect face-swap deep fakes.