k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach.
Jakub LokocJan KohoutPremysl CechTomás SkopalTomás PevnýPublished in: PAISI (2016)
Keyphrases
- knn
- metric space
- distance function
- k nearest neighbour
- similarity search
- k nearest neighbor
- range queries
- nearest neighbor
- web document classification
- text classification
- support vector machine
- feature selection
- text categorization
- similarity searching
- nearest neighbour
- document classification
- classification accuracy
- pattern recognition
- similarity queries
- machine learning
- high dimensional
- k nearest
- decision trees
- access methods
- similarity function
- voting methods
- nearest neighborhood
- searching in metric spaces
- vector space
- euclidean distance
- neural network
- nearest neighbor search
- point sets
- high dimensional data
- feature space
- similarity measure
- feature extraction
- similarity search in metric spaces
- database