AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients.
Xiaodan LiYuefeng ChenYuan HeHui XuePublished 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