Robustness Certification on CIFAR-10
0.05Empirical DeltaNNBC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NNBCOptimizer=Adam, Attack=BDA, Poisoning ratio (rho)=0.1, Norm (p)=inf, Target certified accuracy level (g*_p)=0.52025.12 | 0.05 | 0.04 | |
| NNBCOptimizer=Adam, Attack=BDA, Poisoning ratio (rho)=0.1, Norm (p)=inf, Target certified accuracy level (g*_p)=0.42025.12 | 0.09 | 0.07 | |
| RABOptimizer=Adam, Attack=BDA, Poisoning ratio (rho)=0.1, Norm (p)=inf, Target certified accuracy level (g*_p)=0.32025.12 | 0.15 | 0.05 | |
| NNBCOptimizer=Adam, Attack=BDA, Poisoning ratio (rho)=0.1, Norm (p)=inf, Target certified accuracy level (g*_p)=0.32025.12 | 0.15 | 0.12 |