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The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality.
Laurent Amsaleg
James Bailey
Dominique Barbe
Sarah M. Erfani
Michael E. Houle
Vinh Nguyen
Milos Radovanovic
Published in:
WIFS (2017)
Keyphrases
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intrinsic dimensionality
learning algorithm
image processing
database systems
feature extraction
prior knowledge
data mining
high dimensional
active learning
supervised learning
unsupervised learning
detection algorithm
noisy data