Deep Fake Face Detection using Convolutional Neural Networks
Mj Alben Richards, E Kaaviya Varshini, N Diviya, P. Prakash, P Kasthuri, A. Sasithradevi · 2023
More fake face image generators have emerged worldwide owing to the growth of Face Image Modification (FIM) tools like Face2Face and Deepfake, which pose a severe threat to public trust. Although there have been significant advancements in the identification of certain FIM, a reliable false face detector is still lacking. Convolutional Neural Network (CNN) tends to learn picture content representations because of the structure's relative stability. A deep fake face detection model is developed by analyzing the visual features in a face. By the use of deep learning techniques, a CNN model is developed to identify deep fakes.