Anomaly Detection Analysis of Intrusion Data Using Supervised & Unsupervised Approach.
Prasanta GogoiBhogeswar BorahDhruba K. BhattacharyyaPublished in: J. Convergence Inf. Technol. (2010)
Keyphrases
- feature selection
- anomaly detection
- unsupervised learning
- intrusion detection
- data analysis
- machine learning
- behavior analysis
- training data
- computer security
- intrusion detection system
- support vector machine
- unsupervised anomaly detection
- data sets
- network intrusion
- detect anomalies
- data processing
- knowledge discovery
- model selection
- supervised learning
- network intrusion detection
- data points
- data sources
- cumulative sum
- semi supervised
- data mining methods
- data mining applications
- correlation analysis
- detecting anomalies
- feature extraction
- image segmentation
- learning algorithm