Speaker Verification on LibriSpeech
97.92AccuracyFGSM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FGSMTime (sec) (1 sample)=0.08, Attack Setting=Targeted2026.06 | 97.92 | 2.06 | |
| FGSMTime (sec) (1 sample)=0.08, Attack Setting=Untargeted2026.06 | 90.68 | 9.32 | |
| PGDTime (sec) (1 sample)=1.98, Attack Setting=Targeted2026.06 | 87.57 | 12.43 | |
| FAPGTime (sec) (1 sample)=0.08, Attack Setting=Targeted2026.06 | 21.6 | 78.4 | |
| FAPGTime (sec) (1 sample)=0.08, Attack Setting=Untargeted2026.06 | 19 | 81 | |
| CWTime (sec) (1 sample)=66.20, Attack Setting=Targeted2026.06 | 17.45 | 82.64 | |
| PGDTime (sec) (1 sample)=1.98, Attack Setting=Untargeted2026.06 | 0.38 | 99.6 | |
| CWTime (sec) (1 sample)=66.20, Attack Setting=Untargeted2026.06 | 0.03 | 99.95 | |
| DAC-GANTime (sec) (1 sample)=0.0035, Attack Setting=Targeted2026.06 | 0.02 | 99.8 | |
| DAC-GANTime (sec) (1 sample)=0.0035, Attack Setting=Untargeted2026.06 | 0 | 100 |