On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples.

Pei-Hsuan Lu Pin-Yu Chen Chia-Mu Yu

Published in: CoRR (2018)

Keyphrases

intrinsic dimensionality
noisy data
dimensionality reduction
vector space
probability density
high dimensional
principal component analysis
high dimensional data
low dimensional
closed form
high dimensionality