FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications.
Diogo BarradasNuno SantosLuís RodriguesSalvatore SignorelloFernando M. V. RamosAndré MadeiraPublished in: NDSS (2021)
Keyphrases
- network security
- intrusion detection
- computer networks
- network traffic
- intrusion detection system
- traffic analysis
- decision trees
- dos attacks
- risk assessment
- security protection
- feature selection
- maximum likelihood
- information security
- anti phishing
- anomaly detection
- text classification
- supervised learning
- machine learning
- lightweight
- pattern recognition
- feature extraction
- situation assessment
- knowledge discovery
- real time