Detecting web attacks using random undersampling and ensemble learners.
Richard ZuechJohn T. HancockTaghi M. KhoshgoftaarPublished in: J. Big Data (2021)
Keyphrases
- website
- chosen plaintext
- web applications
- neural network
- personal learning environments
- collaborative learning
- web pages
- web based collaborative learning
- learning resources
- learning materials
- language learning
- information sources
- learning activities
- ensemble methods
- random forests
- countermeasures
- learning environment
- web resources
- web data
- learning processes
- detecting malicious
- web mining
- machine learning
- learning experience
- end users
- learning process
- feature selection
- learning strategies
- naive bayes
- learning styles
- semantic web
- multi class
- concept maps
- training set
- decision trees
- network intrusion detection systems
- multimedia
- e learning