Representativeness-Based Instance Selection for Intrusion Detection.
Fei ZhaoYang XinKai ZhangXinxin NiuPublished in: Secur. Commun. Networks (2021)
Keyphrases
- intrusion detection
- instance selection
- nearest neighbor
- intrusion detection system
- text classification
- feature and instance selection
- classification accuracy
- anomaly detection
- multiple instance learning
- data reduction
- network traffic
- semi supervised learning
- network intrusion detection
- multi class
- knowledge discovery and data mining
- detecting anomalous
- data mining
- network security
- supervised learning
- evaluation criteria
- feature selection
- network attacks
- concept drift
- intrusion prevention
- network intrusions
- labeled data
- feature space
- pairwise
- knn
- learning algorithm
- image segmentation
- training data
- support vector machine