Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization

Federico Fontana, Anxhelo Diko, Romeo Lanzino +4

The rapid evolution of deepfake generation technologies poses critical challenges for detection systems, as non-continual learning methods demand frequent and expensive retraining.…