Feature Selection Using Pearson Correlation with Lasso Regression for Intrusion Detection System.
Iwan Handovo PutroTohari AhmadPublished in: ISDFS (2024)
Keyphrases
- intrusion detection system
- feature selection
- pearson correlation
- intrusion detection
- statistically significant
- model selection
- network security
- linear regression
- support vector
- distributed intrusion detection
- anomaly detection
- ridge regression
- regression model
- network intrusion detection
- network traffic
- computer systems
- support vector machine
- data mining techniques
- text classification
- gaussian processes
- multi task
- feature space
- machine learning
- cross validation
- social networks
- feature extraction
- feature set
- dimensionality reduction
- databases
- natural language processing
- normal behavior
- knn
- data warehouse