Enhancing Intrusion Detection in Software Defined Networks with Optimized Feature Selection and Logistic Regression.
Akshat GauravBrij B. GuptaKwok Tai ChuiVarsha AryaJinsong WuPublished in: ICC Workshops (2024)
Keyphrases
- logistic regression
- intrusion detection
- feature selection
- support vector
- intrusion detection system
- naive bayes
- network security
- anomaly detection
- network traffic
- decision trees
- computer networks
- network intrusion detection
- fold cross validation
- linear svm
- computer security
- credit scoring
- text categorization
- loss function
- high detection rate
- classification accuracy
- logistic regression models
- detecting anomalous
- network intrusions
- intrusion prevention
- linear support vector machines
- data mining
- information security
- computer systems
- support vector machine
- odds ratio
- multi class
- feature extraction
- information gain
- pairwise
- feature space
- machine learning
- feature ranking
- text mining
- data points
- network attacks