FPGA Accelerated Decentralized Reinforcement Learning for Anomaly Detection in UAV Networks.
Dylan TocciRuolin ZhouKairui ZhangPublished in: MCSoC (2023)
Keyphrases
- anomaly detection
- reinforcement learning
- detecting anomalies
- intrusion detection
- anomalous behavior
- network intrusion detection
- multi agent
- network traffic
- network anomaly detection
- unsupervised anomaly detection
- intrusion detection system
- computer security
- unsupervised learning
- negative selection algorithm
- social networks
- detect anomalies
- one class support vector machines
- computer networks
- network structure
- object recognition
- cumulative sum
- detecting anomalous
- machine learning
- genetic algorithm
- learning algorithm
- behavior analysis
- decision trees
- network security
- supervised learning