Towards Robust IDSs: An Integrated Approach of Hybrid Feature Selection and Machine Learning.
Mohammad Al-OmariQasem Abu Al-HaijaPublished in: J. Internet Serv. Inf. Secur. (2024)
Keyphrases
- machine learning
- feature selection
- text classification
- feature extraction
- inductive learning
- information extraction
- support vector machine
- text categorization
- mutual information
- feature set
- multi class
- intrusion detection system
- support vector
- machine learning algorithms
- learning systems
- machine learning methods
- learning tasks
- multi task
- feature engineering
- classification accuracy
- feature space
- pattern recognition
- decision trees
- knn
- unsupervised learning
- knowledge representation
- computer science
- natural language
- statistical methods
- reinforcement learning
- information gain
- selected features
- feature generation
- genetic algorithm