A Statistical Approach for Anomaly-Based Network Intrusion Detection Using Logistic Regression.
Abrar A. QureshiKamel RekabCarlos E. OteroPublished in: Security and Management (2010)
Keyphrases
- logistic regression
- network intrusion detection
- anomaly detection
- intrusion detection
- anomaly based intrusion detection
- network traffic
- network intrusion
- intrusion detection system
- credit scoring
- decision trees
- support vector
- logistic regression models
- chi square
- loss function
- odds ratio
- network security
- naive bayes
- linear support vector machines
- fraud detection
- belief nets
- data sets
- logistic model
- computer networks
- learning algorithm
- machine learning