Classification of Malicious Websites Using Machine Learning Based on URL Characteristics.
Muon HaYulia A. ShichkinaNhan NguyenThanh-Son PhanPublished in: ICCSA (Workshops 9) (2023)
Keyphrases
- machine learning
- website
- machine learning methods
- decision trees
- support vector machine
- supervised machine learning
- machine learning algorithms
- pattern recognition
- supervised learning
- text classification
- machine learning approaches
- supervised classification
- web pages
- classification accuracy
- support vector
- learning algorithm
- image classification
- classification method
- automatic classification
- training samples
- feature selection
- neural network
- computer vision
- support vector machine svm
- classification systems
- data mining
- data analysis
- learning tasks
- inductive logic programming
- classification models
- inductive learning
- pattern classification
- feature vectors
- decision rules
- data sets
- classification scheme
- information retrieval
- search engine
- multiple classifier systems
- unsupervised learning