The concept of a deepfake detection system of biometric image modifications based on neural networks
Valeriy Dudykevych, Halyna Mykytyn, Khrystyna Ruda · 2022 IEEE 3rd KhPI Week on Advanced Technology (KhPIWeek) · 2022
The concept of a system for detecting deepfake modifications in biometric images is proposed. The concept is deployed based on the functioning of a convolutional neural network and the algorithm of the biometric image classifier according to the structure “sensitivity-Youden's index-optimal threshold-specificity”.