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ResearchFormerly WizWand

Deepfake Detection on DiF

0.8528AUCSpInShield
0.4899440.5841470.678350.772553May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SpInShieldAttack Type=Spectral Tilt2026.050.8528
SpInShieldAttack Type=SNR-based Noise2026.050.8418
PTFDAttack Type=Spectral Tilt2026.050.6644
PTFDAttack Type=SNR-based Noise2026.050.6153
FTCNAttack Type=Spectral Tilt2026.050.6153
SLFAttack Type=Spectral Tilt2026.050.6023
AltFreAttack Type=Spectral Tilt2026.050.5961
NACOAttack Type=Spectral Tilt2026.050.5843
FTCNAttack Type=SNR-based Noise2026.050.582
SLFAttack Type=SNR-based Noise2026.050.575
DFD-FCGAttack Type=Spectral Tilt2026.050.5664
AltFreAttack Type=SNR-based Noise2026.050.564
TALLAttack Type=Spectral Tilt2026.050.5562
NACOAttack Type=SNR-based Noise2026.050.5529
FakeSTAttack Type=Spectral Tilt2026.050.5429
AFWAttack Type=Spectral Tilt2026.050.5426
DFD-FCGAttack Type=SNR-based Noise2026.050.5248
VideoMAE(B)Attack Type=Spectral Tilt2026.050.5237
TALLAttack Type=SNR-based Noise2026.050.5211
AFWAttack Type=SNR-based Noise2026.050.5159
VideoMAE(B)Attack Type=SNR-based Noise2026.050.5081
FakeSTAttack Type=SNR-based Noise2026.050.5039