CICIDS-2017 Dataset Feature Analysis With Information Gain for Anomaly Detection.
KurniabudiDeris Stiawan DarmawijoyoMohammad Yazid Bin IdrisAlwi M. BamhdiRahmat BudiartoPublished in: IEEE Access (2020)
Keyphrases
- anomaly detection
- information gain
- feature analysis
- intrusion detection
- decision trees
- feature selection
- text categorization
- anomalous behavior
- correlation based feature selection
- mutual information
- chi squared
- network intrusion detection
- detecting anomalies
- face recognition
- network traffic
- correlation coefficient
- intrusion detection system
- naive bayes
- feature extraction
- detect anomalies
- unsupervised learning
- image classification
- learning algorithm
- data sets
- linear discriminant analysis
- independent component analysis
- pattern classification
- feature set
- evolutionary algorithm
- pattern recognition
- one class support vector machines
- neural network