Anomaly Detection with Multinomial Logistic Regression and Naïve Bayesian.
Nguyen Dai HaiNguyen Linh GiangPublished in: MUE (2013)
Keyphrases
- anomaly detection
- bayes classifiers
- multinomial logistic regression
- multi class
- bayes classifier
- intrusion detection
- anomalous behavior
- network traffic
- detecting anomalies
- support vector machine
- network intrusion detection
- detect anomalies
- cost sensitive
- intrusion detection system
- pairwise
- decision trees
- data sets
- generalization bounds
- normal behavior
- upper bound
- one class support vector machines
- cumulative sum
- feature selection
- naive bayes
- maximum likelihood
- dimensionality reduction
- bayesian networks