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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%