Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks.
Sikha BaguiDustin MinkSubhash C. BaguiSakthivel SubramaniamDaniel WallacePublished in: Future Internet (2023)
Keyphrases
- network intrusion
- network intrusion detection
- intrusion detection
- fraud detection
- rare events
- network intrusion detection systems
- network security
- anomaly detection
- imbalanced datasets
- network traffic
- intrusion detection system
- binary classification problems
- importance sampling
- real world
- training data
- countermeasures
- class imbalance
- outlier detection
- data analysis
- database