Isconna: Streaming Anomaly Detection with Frequency and Patterns.
Rui LiuSiddharth BhatiaBryan HooiPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- intrusion detection
- streaming data
- detecting anomalies
- network intrusion detection
- network anomaly detection
- anomalous behavior
- network traffic
- normal behavior
- intrusion detection system
- detect anomalies
- negative selection algorithm
- pattern mining
- unsupervised learning
- detecting anomalous
- one class support vector machines
- unsupervised anomaly detection
- network security
- behavior analysis
- data sets
- data mining techniques
- data streams
- network intrusion
- sequential patterns
- frequent patterns
- maximum likelihood
- machine learning