A comprehensive survey of anomaly detection techniques for high dimensional big data.
Srikanth ThudumuPhilip BranchJiong JinJugdutt Jack SinghPublished in: J. Big Data (2020)
Keyphrases
- big data
- anomaly detection
- high dimensional
- intrusion detection
- data analysis
- cloud computing
- anomalous behavior
- data management
- detecting anomalies
- big data analytics
- social media
- network intrusion detection
- business intelligence
- dimensionality reduction
- knowledge discovery
- network anomaly detection
- data processing
- feature space
- network traffic
- data science
- one class support vector machines
- detect anomalies
- intrusion detection system
- data points
- unsupervised learning
- data warehousing
- pairwise
- self organizing maps
- data mining
- end users
- database