Software Engineers Face New Challenges With WildDeepfake Dataset
New "WildDeepfake" dataset tests limits of deepfake detection models, researchers propose attention-based networks to improve detection performance.
This is a Plain English Papers summary of a research paper called New Challenging "WildDeepfake" Dataset Tests Limits of Deepfake Detection Models. If you like these kinds of analysis, you should join AImodels.fyi or follow me on Twitter. Overview The paper introduces a new dataset called "WildDeepfake" that contains real-world deepfake videos collected from the internet, in contrast to existing datasets that use limited actors and software. The authors evaluate baseline deepfake detection models on both existing datasets and the new WildDeepfake dataset, finding that the new dataset...