Intrusion Detection Using Disagreement-Based Semi-supervised Learning: Detection Enhancement and False Alarm Reduction.
Yuxin MengLam-for KwokPublished in: CSS (2012)
Keyphrases
- semi supervised learning
- intrusion detection
- false alarms
- worm detection
- detection rate
- anomaly detection
- intrusion detection system
- semi supervised
- unlabeled data
- false alarm rate
- active learning
- labeled data
- high detection rate
- false positives
- unsupervised learning
- network intrusion detection
- detecting anomalous
- network security
- target detection
- network traffic
- supervised learning
- machine learning
- information security
- detection algorithm
- detection method
- false positive rate
- network attacks
- face detection
- data mining techniques
- training data
- data mining
- text classification
- multi class
- computer vision
- databases
- learning tasks
- social network analysis
- learning algorithm
- computational cost
- prior knowledge
- similarity measure
- feature selection