OCPAD: One class Naive Bayes classifier for payload based anomaly detection.
Mayank SwarnkarNeminath HubballiPublished in: Expert Syst. Appl. (2016)
Keyphrases
- anomaly detection
- naive bayes classifier
- network traffic
- naive bayes
- intrusion detection
- text classification
- detecting anomalies
- network intrusion detection
- intrusion detection system
- anomalous behavior
- support vector machine
- noisy data
- one class support vector machines
- network anomaly detection
- detect anomalies
- continuous variables
- co training
- variable selection
- text categorization
- data sets
- feature selection
- cost sensitive
- normal behavior
- unsupervised learning
- classification accuracy
- training data