Using NFV and Reinforcement Learning for Anomalies Detection and Mitigation in SDN.
Lauren S. R. SampaioPedro H. A. FaustiniAnderson Santos da SilvaLisandro Zambenedetti GranvilleAlberto E. Schaeffer FilhoPublished in: ISCC (2018)
Keyphrases
- reinforcement learning
- anomaly detection
- automatic detection
- object detection
- markov decision processes
- detection rate
- detection scheme
- detection accuracy
- real time
- false positives
- detect anomalies
- temporal difference
- false alarms
- function approximation
- event detection
- detection method
- detection algorithm
- learning process
- multi agent
- case study
- information systems
- machine learning