Summary of digital face forgery attack databases.
| Database | Release year | # Videos (Real, Fake) | # Synthetic Methods | # Face Per-frame | Subjects | Deepfake Audio | Finegrained Labeling |
|---|---|---|---|---|---|---|---|
| UADFV [222] | 2018. 11 | (49, 49) | 1 | 1 | 49 | Ν | Ν |
| DF-TIMIT [100] | 2018. 12 | (320, 640) | 2 | 1 | 43 | Ν | Ν |
| FaceForensics++ [171] | 2019. 01 | (1,000, 4,000) | 4 | 1 | 1000 | Ν | Ν |
| DFD [48] | 2019. 09 | (363, 3,068) | 5 | 1 | 28 | Ν | Ν |
| DFDC [47] | 2019. 10 | (1,131, 4,113) | 2 | ϊ | 960 | Ν | Ν |
| Celeb-DF [120] | 2019. 11 | (590, 5,639) | 1 | 1 | 59 | Ν | Ν |
| DF-Forensics-1.0 [85] | 2020. 05 | (50,000, 10,000) | 1 | 1 | 100 | Ν | Ν |
| ForgeryNet [68] | 2021. 03 | (99,630, 121,617) | 15 | 1 | 5400+ | Ν | Υ |
| FFIW [248] | 2021. 03 | (10,000, 10,000) | 3 | 3.15 | - | Ν | Ν |
| KoDF [105] | 2021. 08 | (62,166, 175,776) | 6 | 1 | 403 | Ν | Ν |
| FakeAVCeleb [89] | 2022. 12 | (500, 19,500) | 4 | 1 | 500 | Υ | Υ |
| Database | Release year | # Videos (Real, Fake) | # Synthetic Methods | # Face Per-frame | Subjects | Deepfake Audio | Finegrained Labeling |
|---|---|---|---|---|---|---|---|
| UADFV [ | 2018. 11 | (49, 49) | 1 | 1 | 49 | Ν | Ν |
| DF-TIMIT [ | 2018. 12 | (320, 640) | 2 | 1 | 43 | Ν | Ν |
| FaceForensics++ [ | 2019. 01 | (1,000, 4,000) | 4 | 1 | 1000 | Ν | Ν |
| DFD [ | 2019. 09 | (363, 3,068) | 5 | 1 | 28 | Ν | Ν |
| DFDC [ | 2019. 10 | (1,131, 4,113) | 2 | ϊ | 960 | Ν | Ν |
| Celeb-DF [ | 2019. 11 | (590, 5,639) | 1 | 1 | 59 | Ν | Ν |
| DF-Forensics-1.0 [ | 2020. 05 | (50,000, 10,000) | 1 | 1 | 100 | Ν | Ν |
| ForgeryNet [ | 2021. 03 | (99,630, 121,617) | 15 | 1 | 5400+ | Ν | Υ |
| FFIW [ | 2021. 03 | (10,000, 10,000) | 3 | 3.15 | - | Ν | Ν |
| KoDF [ | 2021. 08 | (62,166, 175,776) | 6 | 1 | 403 | Ν | Ν |
| FakeAVCeleb [ | 2022. 12 | (500, 19,500) | 4 | 1 | 500 | Υ | Υ |
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