ID-Reveal: Identity-aware DeepFake Video Detection

A major challenge in DeepFake forgery detection is that state-of-the-art algorithms are mostly trained to detect a specific fake method. As a result, these approaches show poor generalization across different types of facial manipulations, e.g., from face swapping to facial reenactment. To this end,...

Full description

Saved in:
Bibliographic Details
Main Authors: Cozzolino, Davide, Rossler, Andreas, Thies, Justus, Niesner, Matthias, Verdoliva, Luisa
Format: Conference Proceeding
Language:English
Subjects:
accountability
and ethics in vision
Faces
Fairness
Forgery
Image and video manipulation detection and integrity methods
Image coding
Robustness
Social networking (online)
Training
Training data
transparency
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!