Machine Learning & Concept Drift based Approach for Malicious Website Detection.
Siddharth SinghalUtkarsh ChawlaRajeev ShoreyPublished in: COMSNETS (2020)
Keyphrases
- concept drift
- machine learning
- website
- data streams
- change detection
- streaming data
- incremental clustering
- novelty detection
- drifting concepts
- non stationary
- drift detection
- data distribution
- classification algorithm
- data stream mining
- data mining
- evolving data streams
- decision trees
- data stream classification
- batch learning
- natural language processing
- learning algorithm
- support vector machine
- inductive learning
- concept descriptions
- feature selection
- feature extraction
- pattern recognition
- inductive logic programming
- machine learning methods
- neural network
- information extraction