An Imbalanced Generative Adversarial Network-Based Approach for Network Intrusion Detection in an Imbalanced Dataset.
Yamarthi Narasimha RaoKunda Suresh BabuPublished in: Sensors (2023)
Keyphrases
- network intrusion detection
- imbalanced datasets
- network intrusion
- network anomaly detection
- network attacks
- network traffic
- fraud detection
- learning from imbalanced data
- anomaly detection
- intrusion detection
- computer networks
- class distribution
- intrusion detection system
- imbalanced data
- rare class
- decision trees
- cost sensitive
- cost sensitive learning
- outlier detection
- class imbalance
- training data
- network security
- data sets
- sampling methods
- rare events
- unsupervised learning
- data analysis