Image Classification on CIFAR10 Authorized domain
86.7AccuracyFTAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FTALNTL method=CUTI domain, Attack strategy=FTAL, Attack type (White-box/Black-box)=White-box, Authorized domain data percentage=0.5%2025.03 | 86.7 | 0.9 | |
| FTALNTL method=NTL, Attack strategy=FTAL, Attack type (White-box/Black-box)=White-box, Authorized domain data percentage=0.5%2025.03 | 85.9 | 0.3 | |
| Pre-trainedNTL method=CUTI domain, Attack strategy=None, Attack type (White-box/Black-box)=None, Authorized domain data percentage=None2025.03 | 85.8 | — | |
| Pre-trainedNTL method=NTL, Attack strategy=None, Attack type (White-box/Black-box)=None, Authorized domain data percentage=None2025.03 | 85.6 | — | |
| JailNTLNTL method=CUTI domain, Attack strategy=JailNTL, Attack type (White-box/Black-box)=Black-box, Authorized domain data percentage=0.5%2025.03 | 80.9 | -4.9 | |
| JailNTLNTL method=NTL, Attack strategy=JailNTL, Attack type (White-box/Black-box)=Black-box, Authorized domain data percentage=0.5%2025.03 | 80.1 | -5.5 | |
| TransNTLNTL method=CUTI domain, Attack strategy=TransNTL, Attack type (White-box/Black-box)=White-box, Authorized domain data percentage=0.5%2025.03 | 76.4 | -9.4 | |
| TransNTLNTL method=NTL, Attack strategy=TransNTL, Attack type (White-box/Black-box)=White-box, Authorized domain data percentage=0.5%2025.03 | 74.6 | -11 | |
| RTALNTL method=CUTI domain, Attack strategy=RTAL, Attack type (White-box/Black-box)=White-box, Authorized domain data percentage=0.5%2025.03 | 66.9 | -18.9 | |
| RTALNTL method=NTL, Attack strategy=RTAL, Attack type (White-box/Black-box)=White-box, Authorized domain data percentage=0.5%2025.03 | 61.3 | -24.3 |