Scalability of Streaming Anomaly Detection in an Unbounded Key Space Using Migrating Threads.
Brian A. PagePeter M. KoggePublished in: ISC (2021)
Keyphrases
- anomaly detection
- streaming data
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- network traffic
- unsupervised anomaly detection
- intrusion detection system
- computer security
- unsupervised learning
- network security
- malware detection
- network anomaly detection
- detecting anomalous
- data streams
- real world
- detect anomalies
- one class support vector machines
- data assimilation
- pattern recognition
- network intrusion
- cumulative sum
- behavior analysis
- negative selection algorithm
- feature vectors
- machine learning