Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic.
Francesco BronzinoPaul SchmittSara AyoubiHyojoon KimRenata TeixeiraNick FeamsterPublished in: SIGMETRICS (Abstracts) (2022)
Keyphrases
- network traffic
- data representation
- machine learning
- traffic volume
- intrusion detection
- traffic data
- anomaly detection
- intrusion detection system
- internet traffic
- network bandwidth
- network security
- network traffic data
- dimensionality reduction
- network management
- traffic analysis
- network intrusion detection
- pattern recognition
- network resources
- learning algorithm
- text mining
- data mining
- active learning
- normal traffic
- text classification
- supervised learning
- information extraction
- traffic engineering
- xml documents
- computer vision
- malicious traffic
- data processing
- long range dependence