Synoptic Graphlet: Bridging the Gap Between Supervised and Unsupervised Profiling of Host-Level Network Traffic.
Yosuke HimuraKensuke FukudaKenjiro ChoPierre BorgnatPatrice AbryHiroshi EsakiPublished in: IEEE/ACM Trans. Netw. (2013)
Keyphrases
- network traffic
- intrusion detection
- semi supervised
- supervised learning
- unsupervised learning
- computer networks
- anomaly detection
- intrusion detection system
- network monitoring
- network security
- traffic volume
- traffic analysis
- network management
- network traffic data
- unsupervised methods
- detecting anomalous
- learning algorithm
- feature selection
- network bandwidth
- internet traffic
- machine learning
- traffic data
- normal traffic
- network intrusion detection
- network resources
- ip addresses
- traffic patterns
- computer systems