Table 2 Dataset summary
From: Secure machine learning against adversarial samples at test time
Dataset | MNIST | CIFAR-10 |
|---|---|---|
# Training example | 60,000 | 50,000 |
# Test example | 10,000 | 10,000 |
# Classes | 10 | 10 |
Image size | 28×28×1 | 32×32×3 |
Original accuracy | 99% | 92% |
From: Secure machine learning against adversarial samples at test time
Dataset | MNIST | CIFAR-10 |
|---|---|---|
# Training example | 60,000 | 50,000 |
# Test example | 10,000 | 10,000 |
# Classes | 10 | 10 |
Image size | 28×28×1 | 32×32×3 |
Original accuracy | 99% | 92% |