Sparsity-based Defense Against Adversarial Attacks on Linear Classifiers.

Zhinus Marzi Soorya Gopalakrishnan Upamanyu Madhow Ramtin Pedarsani

Published in: ISIT (2018)

Keyphrases

linear classifiers
defense mechanisms
ddos attacks
multi class
linear classification
hyperplane
high dimensional
generalization error
intrusion detection
principal components
data sets
data mining
training data
lower bound
svm classifier
noise level