Imbalanced data classification: A KNN and generative adversarial networks-based hybrid approach for intrusion detection.
Hongwei DingLeiyang ChenLiang DongZhongwang FuXiaohui CuiPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- intrusion detection
- knn
- k nearest neighbor
- imbalanced data classification
- intrusion detection system
- feature selection
- nearest neighbor
- anomaly detection
- network security
- network intrusion detection
- distance function
- computer networks
- k nearest neighbour
- text categorization
- classification algorithm
- knn algorithm
- network traffic
- support vector machine svm
- support vector machine
- data mining
- data mining techniques
- neural network
- text classification
- active learning
- unsupervised learning
- input space
- nearest neighbour
- dimensionality reduction
- multi class