Data mining methods for anomaly detection KDD-2005 workshop report.
Dragos D. MargineantuStephen BayPhilip ChanTerran LanePublished in: SIGKDD Explor. (2005)
Keyphrases
- data mining methods
- anomaly detection
- data mining
- data mining techniques
- data mining applications
- intrusion detection
- detecting anomalies
- decision trees
- anomalous behavior
- misuse detection
- network intrusion detection
- intrusion detection system
- network traffic
- behavior analysis
- data mining algorithms
- knowledge discovery
- detect anomalies
- network security
- pattern mining
- negative selection algorithm
- detecting anomalous
- unsupervised learning
- databases
- data warehouse
- one class support vector machines
- network anomaly detection
- data analysis
- data warehousing
- knowledge discovery and data mining
- self organizing maps
- itemsets
- text mining
- preprocessing
- machine learning
- cumulative sum