Ensemble Consensus: An Unsupervised Algorithm for Anomaly Detection in Network Security data.
Vincenzo DentamaroVito Nicola ConvertiniStefano GalantucciPaolo GiglioTonino PalmisanoGiuseppe PirloPublished in: ITASEC (2021)
Keyphrases
- anomaly detection
- network security
- intrusion detection
- network intrusion
- intrusion detection system
- input data
- negative selection algorithm
- data sets
- one class support vector machines
- detect anomalies
- network traffic
- learning algorithm
- detecting anomalies
- network intrusion detection
- training data
- data analysis
- data points
- traffic analysis
- data processing
- k means
- unsupervised anomaly detection
- computer vision
- computer systems
- expectation maximization
- computer networks
- data mining applications
- information security
- active learning
- data sources
- object recognition
- knowledge discovery
- decision trees
- anomalous behavior
- information systems