Image Classification on MNIST CKKS (encrypted)
1,864.19Total Exp. Time (s)Kernel Polynomial
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Kernel PolynomialEncryption=CKKS, Architecture=ViT transformer2026.05 | 1,864.19 | 1,597.46 | 18.5 | 7.83 | |
| X SquaredEncryption=CKKS, Architecture=ViT transformer2026.05 | 1,872.86 | 1,605.48 | 18.6 | 7.94 | |
| FasterCryptoNetsEncryption=CKKS, Architecture=ViT transformer2026.05 | 1,917.99 | 1,644.31 | 19 | 7.81 | |
| Chebyshev - 3Encryption=CKKS, Architecture=ViT transformer2026.05 | 6,780 | 5,808.09 | 67.3 | 7.81 | |
| Chebyshev - 5Encryption=CKKS, Architecture=ViT transformer2026.05 | 11,348.86 | 9,730.65 | 109.7 | 7.81 |