I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems.
Punam BediNeha GuptaVinita JindalPublished in: Appl. Intell. (2021)
Keyphrases
- intrusion detection system
- class imbalance
- intrusion detection
- network security
- class distribution
- anomaly detection
- active learning
- network traffic
- network intrusion detection
- cost sensitive
- network intrusion detection systems
- sampling methods
- distributed intrusion detection
- high dimensionality
- computer systems
- minority class
- attack detection
- intrusion prevention
- network intrusions
- concept drift
- data mining techniques
- feature selection
- alert correlation
- information retrieval
- attack scenarios
- data mining
- test set
- machine learning