fSEAD: a Composable FPGA-based Streaming Ensemble Anomaly Detection Library.
Binglei LouDavid BolandPhilip H. W. LeongPublished in: CoRR (2024)
Keyphrases
- anomaly detection
- one class support vector machines
- streaming data
- intrusion detection
- network intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- ensemble methods
- data streams
- neural network
- detect anomalies
- behavior analysis
- network anomaly detection
- network security
- computer security
- unsupervised anomaly detection
- ensemble learning
- unsupervised learning
- training set
- intrusion detection system
- pattern recognition
- training data
- decision trees
- feature selection
- cumulative sum
- machine learning