Online anomaly detection over Big Data streams.
Laura RettigMourad KhayatiPhilippe Cudré-MaurouxMichal PiórkowskiPublished in: IEEE BigData (2015)
Keyphrases
- anomaly detection
- big data
- streaming data
- intrusion detection
- cloud computing
- anomalous behavior
- data analysis
- detecting anomalies
- data management
- network traffic
- social media
- intrusion detection system
- big data analytics
- network anomaly detection
- data processing
- network intrusion detection
- knowledge discovery
- data streams
- business intelligence
- one class support vector machines
- data science
- detect anomalies
- negative selection algorithm
- detecting anomalous
- information processing
- cumulative sum
- machine learning
- massive datasets
- unsupervised learning
- databases