fSEAD: A Composable FPGA-based Streaming Ensemble Anomaly Detection Library.
Binglei LouDavid BolandPhilip H. W. LeongPublished in: ACM Trans. Reconfigurable Technol. Syst. (2023)
Keyphrases
- anomaly detection
- one class support vector machines
- streaming data
- intrusion detection
- detecting anomalies
- network intrusion detection
- network traffic
- anomalous behavior
- data streams
- unsupervised anomaly detection
- behavior analysis
- ensemble methods
- detect anomalies
- neural network
- ensemble learning
- detecting anomalous
- intrusion detection system
- negative selection algorithm
- learning algorithm
- unsupervised learning
- computer security
- training data
- network anomaly detection
- network security
- training set
- connectionist systems
- supervised learning
- network intrusion
- object recognition
- decision trees