Nazarii Dzhaliuk

COMPARATIVE EVALUATION OF DEEPFAKE DETECTION MODELS FOR SECURE REMOTE BIOMETRIC VERIFICATION

Results indicate that hybrid convolutional-transformer architectures generalize to boundary-free synthesis in a way that purely convolutional detectors do not, and that an open-source model can approach commercial detection quality without transmitting biometric data to a third party.

Evaluating speaker verification robustness to neural voice cloning attacks