Anomaly detection in high-dimensional network data streams: A case study.
Ji ZhangQigang GaoHai H. WangPublished in: ISI (2008)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- data streams
- high dimensional
- intrusion detection
- streaming data
- detect anomalies
- network intrusion
- network intrusion detection
- anomalous behavior
- high dimensional data streams
- detecting anomalies
- intrusion prevention
- sliding window
- intrusion detection system
- network security
- computer networks
- unsupervised anomaly detection
- data sets
- behavior analysis
- normal behavior
- detecting anomalous
- computer security
- itemsets
- unsupervised learning
- negative selection algorithm
- normal traffic
- cumulative sum
- concept drift