Open Internet by MindsNet

Generalizing Liveness Detection to Emerging Synthetic Media

Current liveness detection models may not generalize well to new synthetic media generation techniques not seen in their training data. This raises concerns about their effectiveness in detecting deepfakes. The update cycle for vendors to adapt to evolving generation techniques is unclear.

Computing & Technology, Computer Science, Artificial Intelligence