Genetic fuzzy system for intrusion detection: Analysis of improving of multiclass classification accuracy using KDDCup-99 imbalance dataset.
Salma Mahgoub GafferMoawia Elfaki YahiaKhaled RagabPublished in: HIS (2012)
Keyphrases
- intrusion detection
- multi class
- intrusion detection system
- anomaly detection
- outlier mining
- network security
- feature selection
- multiclass classification
- network traffic
- classification accuracy
- support vector machine
- pairwise
- detecting anomalous
- support vector
- cost sensitive
- data sets
- network intrusion detection
- intrusion prevention
- multiclass support vector machines
- multiple classes
- object detection
- data analysis
- computer vision
- data mining