Performance Enhancement of Deep Neural Network Using Feature Selection and Preprocessing for Intrusion Detection.
Ju-ho WooJoo-Yeop SongYoung-June ChoiPublished in: ICAIIC (2019)
Keyphrases
- intrusion detection
- preprocessing
- neural network
- feature selection
- intrusion detection system
- anomaly detection
- feature extraction
- network security
- high detection rate
- network intrusion detection
- network traffic
- text classification
- computer security
- data mining
- artificial immune
- information security
- knn
- support vector machine
- support vector
- multi class
- detecting anomalous
- cyber security
- alert correlation
- network intrusion
- computer networks
- databases
- data mining techniques
- classification accuracy
- feature space
- pattern recognition
- false positives and false negatives
- fraud detection
- false positives
- model selection