I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems.
Punam BediNeha GuptaVinita JindalPublished in: CoRR (2020)
Keyphrases
- intrusion detection system
- class imbalance
- intrusion detection
- network security
- class distribution
- active learning
- cost sensitive
- anomaly detection
- network traffic
- distributed intrusion detection
- high dimensionality
- attack detection
- network intrusion detection
- concept drift
- computer systems
- sampling methods
- network intrusion detection systems
- feature selection
- alert correlation
- information systems
- data sets
- data mining techniques
- intrusion prevention
- association rules
- high dimensional
- unlabeled data
- cyber attacks
- misuse detection
- data mining