BKIDset - A New Intrusion Detection Dataset To Mitigate The Class Imbalance Problem.
Nguyen The AnhLe Huy HoangVu Dinh MinhTran Hoang HaiPublished in: ACOMP (2021)
Keyphrases
- intrusion detection
- class imbalance
- intrusion detection system
- active learning
- class distribution
- anomaly detection
- network security
- cost sensitive
- concept drift
- network intrusion detection
- outlier mining
- network traffic
- high dimensionality
- detecting anomalous
- feature selection
- data mining
- alert correlation
- data distribution
- benchmark datasets
- data mining techniques
- training dataset
- training examples
- feature set
- classification accuracy
- training set
- pattern recognition
- machine learning
- database