Time to Fake It: Continual Machine Learning Intensifies Unfairness in Deepfake Detection

Kajaree Das, Oliver Böse, Subarnaduti Paul +2

Deepfake detectors safeguard against misinformation, rendering their failures as much a societal as a technical concern. As generators constantly evolve, detectors trained on stati…