Performance evaluation of learning models for intrusion detection system using feature selection.
Baijnath KaushikReya SharmaKulwant DhamaAkshma ChadhaSurbhi SharmaPublished in: J. Comput. Virol. Hacking Tech. (2023)
Keyphrases
- learning models
- intrusion detection system
- feature selection
- feature selection algorithms
- intrusion detection
- classification models
- machine learning
- anomaly detection
- network security
- distributed intrusion detection
- learning algorithm
- loss function
- network intrusion detection
- learning tasks
- conditional random fields
- network traffic
- machine learning algorithms
- semi supervised learning
- learning problems
- text categorization
- computer systems
- decision trees
- feature extraction
- support vector
- text classification
- feature subset
- classification accuracy
- active learning
- dimensionality reduction
- higher order
- supervised learning
- computer vision
- e learning
- kernel methods
- feature space
- pairwise
- labeled data
- model selection
- graphical models
- feature set
- knn