Deepfake Detection on DiF
0.8528AUCSpInShield
Evaluation Results
| Method | Links | |
|---|---|---|
| SpInShieldAttack Type=Spectral Tilt2026.05 | 0.8528 | |
| SpInShieldAttack Type=SNR-based Noise2026.05 | 0.8418 | |
| PTFDAttack Type=Spectral Tilt2026.05 | 0.6644 | |
| PTFDAttack Type=SNR-based Noise2026.05 | 0.6153 | |
| FTCNAttack Type=Spectral Tilt2026.05 | 0.6153 | |
| SLFAttack Type=Spectral Tilt2026.05 | 0.6023 | |
| AltFreAttack Type=Spectral Tilt2026.05 | 0.5961 | |
| NACOAttack Type=Spectral Tilt2026.05 | 0.5843 | |
| FTCNAttack Type=SNR-based Noise2026.05 | 0.582 | |
| SLFAttack Type=SNR-based Noise2026.05 | 0.575 | |
| DFD-FCGAttack Type=Spectral Tilt2026.05 | 0.5664 | |
| AltFreAttack Type=SNR-based Noise2026.05 | 0.564 | |
| TALLAttack Type=Spectral Tilt2026.05 | 0.5562 | |
| NACOAttack Type=SNR-based Noise2026.05 | 0.5529 | |
| FakeSTAttack Type=Spectral Tilt2026.05 | 0.5429 | |
| AFWAttack Type=Spectral Tilt2026.05 | 0.5426 | |
| DFD-FCGAttack Type=SNR-based Noise2026.05 | 0.5248 | |
| VideoMAE(B)Attack Type=Spectral Tilt2026.05 | 0.5237 | |
| TALLAttack Type=SNR-based Noise2026.05 | 0.5211 | |
| AFWAttack Type=SNR-based Noise2026.05 | 0.5159 | |
| VideoMAE(B)Attack Type=SNR-based Noise2026.05 | 0.5081 | |
| FakeSTAttack Type=SNR-based Noise2026.05 | 0.5039 |