OpenFake: An Open Dataset and Platform Toward Large-Scale Deepfake Detection
6 hours ago
- #AI
- #deepfake
- #misinformation
- Deepfakes, created using advanced AI, spread misinformation, especially in political contexts.
- Existing deepfake detection datasets are limited by outdated methods, low realism, or single-face imagery.
- A human perception study shows that newer synthetic images are increasingly hard to distinguish from real ones.
- A new dataset is introduced, containing 3M real images and 963k high-quality synthetic images from various models.
- A crowdsourced adversarial platform is launched to keep detection methods robust against evolving deepfake techniques.