FaceForensics++

doi:doi:10.57702/8ht5lray

FaceForensics++

Deepfakes have become a critical social problem, and detecting them is of utmost importance. The FaceForensics++ dataset offers fake video datasets. Most of the detection methods generally perform well only in detecting fake images generated in the same domain (i.e., training and testing data are created with the same method), but not in detecting those generated in a different domain (i.e., test deepfakes are generated with different methods).

BibTex:

@dataset{Rossler_et_al_2024,
    abstract = {Deepfakes have become a critical social problem, and detecting them is of utmost importance. The FaceForensics++ dataset offers fake video datasets. Most of the detection methods generally perform well only in detecting fake images generated in the same domain (i.e., training and testing data are created with the same method), but not in detecting those generated in a different domain (i.e., test deepfakes are generated with different methods).},
    author = {Rossler et al.},
    doi = {10.57702/8ht5lray},
    institution = {No Organization},
    keyword = {'Anti-Spoofing', 'Deepfake', 'Deepfake Detection', 'Deepfake detection', 'Deepfakes', 'Detection', 'Face Detection', 'Face Forensics', 'Face Forgery', 'Face Forgery Detection', 'Face Recognition', 'Face forensics', 'Face2Face', 'FaceForensics', 'FaceSwap', 'Forensics', 'Image Detection', 'Image manipulation', 'NeuralTexture', 'Video', 'Video Analysis', 'Video forensics', 'dataset', 'deep learning', 'expression', 'face', 'face forensics', 'face forgery', 'face manipulation', 'face recognition', 'face swapping', 'facial forgery', 'human identities', 'image analysis', 'large-scale dataset', 'manipulated images', 'pose', 'video sequences'},
    month = {dec},
    publisher = {TIB},
    title = {FaceForensics++},
    url = {https://service.tib.eu/ldmservice/dataset/faceforensics--},
    year = {2024}
}