computer-vision
Fake Image Attribution
3260 papers • 126 benchmarks • 313 datasets
Attribute the origin (model/architecture) of fake images.
(Image credit: Papersgraph)
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Libraries
iUse these libraries to find fake-image-attribution models and implementations
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Most implemented papers
Deepfake Network Architecture Attribution
Juan Cao, Xirong Li, Tianyun Yang, Zi Huang, Lei Li•Sun Feb 27 2022
Based on an observation that GAN architecture is likely to leave globally consistent fingerprints while traces left by model weights vary in different regions, a simple yet effective solution named by DNA-Det is provided to attribute fake images on architecture-level.
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