Statistical Anomaly Detection on Metadata Streams via Commodity Software to Protect Company Infrastructure: A Case Study.
Christine ChenJames GurganusPublished in: ICDCS Workshops (2017)
Keyphrases
- anomaly detection
- metadata
- intrusion detection
- streaming data
- case study
- detecting anomalies
- network traffic
- network intrusion detection
- intrusion detection system
- computer network security
- anomalous behavior
- high dimensional data streams
- network anomaly detection
- detecting anomalous
- unsupervised anomaly detection
- data streams
- detect anomalies
- computer security
- behavior analysis
- one class support vector machines
- unsupervised learning
- negative selection algorithm
- connectionist systems
- data sets
- network security
- computer systems
- cumulative sum
- malware detection
- network intrusion
- pattern recognition
- data mining
- databases