Stream clustering guided supervised learning for classifying NIDS alerts.
Risto VaarandiAlejandro Guerra-ManzanaresPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- supervised learning
- intrusion detection system
- stream clustering
- evolving data streams
- intrusion detection
- unsupervised learning
- semi supervised
- data clustering
- data streams
- network traffic
- semi supervised learning
- learning algorithm
- active learning
- clustering algorithm
- training set
- training data
- machine learning
- reinforcement learning
- anomaly detection
- class labels
- unlabeled data
- training examples
- outlier detection
- concept drift
- stream mining