{"url":"/dataset/dfdm","name":"DFDM","full_name":"Deepfake videos generated from different models","description_markdown":"We created a new dataset, named DFDM, with 6,450 Deepfake videos generated by different Autoencoder models. Specifically, five Autoencoder models with variations in encoder, decoder, intermediate layer, and input resolution, respectively, have been selected to generate Deepfakes based on the same input. We have  observed the visible but subtle visual differences among different Deepfakes, demonstrating the evidence of model attribution artifacts.","description_withheld":null,"homepage":"https://github.com/shanface33/Deepfake_Model_Attribution","introduced_date":"2022-02-25","introduced_date_note":null,"introduced_by":{"paper":"/paper/model-attribution-of-face-swap-deepfake","title":"Model Attribution of Face-swap Deepfake Videos","first_author":"Shan Jia","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"DeepFake Detection","url":"/task/deepfake-detection","datasets_with_task":"/datasets/task/deepfake-detection"},{"name":"Face Generation","url":"/task/face-generation","datasets_with_task":"/datasets/task/face-generation"},{"name":"Face Swapping","url":"/task/face-swapping","datasets_with_task":"/datasets/task/face-swapping"}],"languages":[],"variants":["DFDM"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}