Near-real-time Anomaly Detection in Encrypted Traffic using Machine Learning Techniques.
Daniele UcciFilippo SobreroFederica BisioMatteo ZorzinoPublished in: SSCI (2021)
Keyphrases
- anomaly detection
- real time
- network traffic
- intrusion detection
- detect anomalies
- network intrusion detection
- detecting anomalies
- intrusion detection system
- unsupervised anomaly detection
- detecting anomalous
- anomalous behavior
- network security
- network anomaly detection
- traffic data
- unsupervised learning
- normal traffic
- computer security
- one class support vector machines
- data assimilation
- connectionist systems
- negative selection algorithm
- traffic congestion
- behavior analysis
- network intrusion
- traffic flow
- active learning
- decision trees