Constructing a provably adversarially-robust classifier from a high accuracy one.

Grzegorz Gluch Rüdiger L. Urbanke

Published in: AISTATS (2020)

Keyphrases

high accuracy
highly accurate
training data
classification algorithm
high robustness
evolutionary algorithm
linear classifiers
classification process
feature selection
feature space
training set
multi class
object detection
computationally efficient
high efficiency
classifier systems