Automatic Clustering of Malicious IP Flow Records Using Unsupervised Learning.
Muhammad Fahad UmerMuhammad SherPublished in: ES (2015)
Keyphrases
- unsupervised learning
- data clustering
- self organizing maps
- supervised learning
- cluster analysis
- semi supervised
- dimensionality reduction
- deep learning
- feature selection
- minimum message length
- database
- categorical data
- clustering method
- machine learning
- k means
- text classification
- expectation maximization
- hierarchical clustering
- databases
- active learning
- pairwise
- object recognition
- pattern recognition
- semi automatic
- reinforcement learning
- clustering algorithm
- flow field
- learning algorithm
- ip networks