Malicious URL Detection Using Streaming Feature Selection.
Rawan AlTalhiMalik Najmus SaqibUsman SaeedAhmed AlghamdiPublished in: ICFNDS (2021)
Keyphrases
- feature selection
- malicious url detection
- online learning
- cost sensitive
- data streams
- machine learning
- text categorization
- text classification
- real time
- feature selection algorithms
- support vector machine
- classification accuracy
- multi class
- mutual information
- classification models
- unsupervised feature selection
- feature set
- high dimensionality
- feature space
- real time streaming
- small sample
- selected features
- feature subset
- dimensionality reduction
- knn
- support vector
- decision trees
- learning algorithm
- model selection
- similarity measure
- streaming data
- reinforcement learning
- forward selection
- knowledge discovery