Multimodal Deepfakes

Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images
We propose a novel deepfake detection method for images generated through Diffusion Models and created a new dataset COCO-Fake consisting of 650K generated fake images.
Roberto Amoroso, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Alberto Del Bimbo, Rita Cucchiara
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Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images