Active Learning to Defend Poisoning Attack against Semi-Supervised Intrusion Detection Classifier.
Jun LongWentao ZhaoFangzhou ZhuZhiping CaiPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2011)
Keyphrases
- intrusion detection
- semi supervised
- active learning
- high detection rate
- network intrusion
- alert correlation
- network intrusions
- intrusion detection system
- network attacks
- training set
- labeled data
- semi supervised learning
- network security
- anomaly detection
- unlabeled data
- learning algorithm
- misuse detection
- unsupervised anomaly detection
- security vulnerabilities
- supervised learning
- network intrusion detection
- normal behavior
- information security
- training data
- network traffic
- feature space
- pairwise
- feature selection
- detecting anomalous
- data mining
- dos attacks
- decision trees
- support vector machine
- unsupervised learning
- countermeasures
- computer security
- cyber attacks
- learning process
- fraud detection
- artificial immune
- cyber security
- face detection
- labeled examples
- text classification
- data mining techniques
- network intrusion detection systems
- pairwise constraints
- real world
- distributed intrusion detection