Analyzing high-dimensional multivaríate network links with integrated anomaly detection, highlighting and exploration.
Sungahn KoShehzad AfzalSimon J. WaltonYang YangJunghoon ChaeAbish MalikYun JangMin ChenDavid S. EbertPublished in: IEEE VAST (2014)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- high dimensional
- detect anomalies
- intrusion detection
- network intrusion
- network intrusion detection
- detecting anomalies
- anomalous behavior
- network security
- intrusion detection system
- unsupervised anomaly detection
- computer networks
- behavior analysis
- computer security
- normal behavior
- unsupervised learning
- dimensionality reduction
- normal traffic
- intrusion prevention
- self organizing maps
- detecting anomalous
- social network analysis
- training set
- support vector
- cumulative sum
- data mining