Large-scale IP network behavior anomaly detection and identification using substructure-based approach and multivariate time series mining.
Weisong HeGuangmin HuYingjie ZhouPublished in: Telecommun. Syst. (2012)
Keyphrases
- anomaly detection
- multivariate time series
- ip networks
- network security
- intrusion detection
- network traffic
- normal behavior
- detect anomalies
- network management
- intrusion detection system
- tcp ip
- network resources
- categorical data
- dimension reduction
- communication networks
- temporal data
- mobile networks
- knowledge discovery
- spatial structure
- data mining
- real world
- quality of service
- temporal patterns
- unsupervised learning
- text mining
- training data
- information systems
- data sets
- association rule mining
- data mining techniques