Intrusion Detection with Comparative Analysis of Supervised Learning Techniques and Fisher Score Feature Selection Algorithm.
Dogukan AksuSerpil ÜstebayMuhammed Ali AydinTülin AtmacaPublished in: ISCIS (2018)
Keyphrases
- comparative analysis
- intrusion detection
- feature selection algorithms
- supervised learning
- feature selection
- anomaly detection
- intrusion detection system
- unsupervised learning
- data sets
- network traffic
- feature set
- network security
- training data
- network intrusion detection
- training set
- high detection rate
- semi supervised
- data mining techniques
- selection algorithm
- learning tasks
- learning algorithm
- detecting anomalous
- network intrusion
- active learning
- machine learning
- reinforcement learning
- data mining
- fraud detection
- alert correlation
- feature subset
- learning models
- semi supervised learning
- neural network
- network attacks
- text classification
- classification accuracy
- database
- pattern recognition
- labeled data
- semi quantitative
- support vector machine svm
- network intrusions
- intrusion prevention