Stream-based Machine Learning for Network Security and Anomaly Detection.
Pavol MulinkaPedro CasasPublished in: Big-DAMA@SIGCOMM (2018)
Keyphrases
- anomaly detection
- network security
- machine learning
- intrusion detection
- intrusion detection system
- network traffic
- high dimensional data streams
- streaming data
- network anomaly detection
- detecting anomalies
- computer security
- data streams
- network intrusion detection
- traffic analysis
- risk assessment
- anomalous behavior
- network intrusion
- unsupervised learning
- learning algorithm
- machine learning or data mining
- computer vision
- computer networks
- data mining
- one class support vector machines
- data analysis
- machine learning and data mining
- sliding window
- feature selection
- normal behavior
- computational intelligence
- active learning
- information security
- decision trees
- model selection
- knn
- knowledge discovery