Adversarial Robustness on MNIST -> USPS Classification
97.8Accuracy (Sampled)Sampling-based NN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Sampling-based NNNetwork=MNIST, Size=4x256, Bounds / Eval Dataset=MNIST, Attack Dataset=USPS2026.05 | 97.8 | — | 12.3 | — | |
| Certified design of FHE NNsNetwork=MNIST, Size=4x256, Bounds / Eval Dataset=MNIST, Attack Dataset=USPS2026.05 | — | 97.8 | — | 0 |