Adversarial Examples Are a Natural Consequence of Test Error in Noise.

Nic Ford Justin Gilmer Nicholas Carlini Ekin Dogus Cubuk

Published in: CoRR (2019)

Keyphrases

estimation error
error rate
measurement errors
missing data
measurement noise
noise reduction
random noise
additive noise
gaussian noise
noise model
signal to noise ratio
real world
noise level
image noise
error bounds
low signal to noise ratio
test data
estimated parameters
test cases
label noise