1D CNN based network intrusion detection with normalization on imbalanced data.
Azizjon MeliboevJumabek AlikhanovWooseong KimPublished in: ICAIIC (2020)
Keyphrases
- network intrusion detection
- imbalanced data
- anomaly detection
- intrusion detection
- linear regression
- class distribution
- fraud detection
- intrusion detection system
- network traffic
- random forest
- ensemble methods
- feature selection
- decision trees
- support vector machine
- sampling methods
- class imbalance
- least squares
- ensemble classifier
- cost sensitive
- classification models
- decision boundary
- high dimensional
- data mining
- similarity measure
- ensemble learning
- data processing
- feature vectors
- data sets
- test set
- image classification