AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients.

Xiaodan Li Yuefeng Chen Yuan He Hui Xue

Published in: CoRR (2019)

Keyphrases

k nearest neighbor
knn
knn classifier
classification algorithm
classification method
k nearest neighbour
nearest neighbor
nearest neighbor algorithm
majority voting
support vector machine
feature selection

uci benchmark data
nearest neighbour
text categorization
distance computation
nearest neighbor classification
binary classification tasks
svm classifier
class probability estimation
support vector
naive bayes

support vector machine svm
text classification
training data
knn algorithm
training set
feature reduction
neural network
vowel recognition
machine learning algorithms
spatial networks

knn classification
decision trees
information extraction
supervised learning
feature set
bootstrap sampling
ensemble classifier
data sets
hierarchical document clustering
class labels