Improving Accuracy for Intrusion Detection through Layered Approach Using Support Vector Machine with Feature Reduction.
Aditi NemaBasant TiwariVivek TiwariPublished in: WIR (2016)
Keyphrases
- intrusion detection
- feature reduction
- support vector machine
- intrusion detection system
- anomaly detection
- rough sets
- text categorization
- network intrusion detection
- network security
- feature selection
- random forest
- network traffic
- classification accuracy
- knn
- linear discriminant analysis
- data mining techniques
- texture segmentation
- detecting anomalous
- network intrusions
- data mining
- viterbi algorithm
- support vector
- k nearest neighbor
- reduction method
- feature set
- training data
- multi class
- training set
- databases
- prediction accuracy
- classification algorithm
- probabilistic model
- multiresolution
- feature vectors
- pattern recognition
- nearest neighbor
- text mining
- machine learning