Data preprocessing for distance-based unsupervised Intrusion Detection.
Dina SaidLisa StirlingPeter FederolfKen BarkerPublished in: PST (2011)
Keyphrases
- intrusion detection
- data preprocessing
- data mining
- intrusion detection system
- preprocessing
- preprocessing step
- anomaly detection
- network security
- network traffic
- network intrusion detection
- outlier detection
- data cleaning
- unsupervised learning
- semi supervised
- feature selection
- web usage mining
- data mining techniques
- knowledge discovery
- machine learning
- detecting anomalous
- data sets
- supervised learning
- text classification
- pattern mining
- probabilistic model
- database systems
- decision trees
- computer vision