KDTree-SOM: Self-organizing Map based Anomaly Detection for Lightweight Autonomous Embedded Systems.
Ping-Xiang ChenDongjoo SeoBiswadip MaityNikil D. DuttPublished in: ACM Great Lakes Symposium on VLSI (2024)
Keyphrases
- self organizing maps
- lightweight
- embedded systems
- anomaly detection
- unsupervised learning
- network anomaly detection
- low cost
- intrusion detection
- neural network
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- neural gas
- software systems
- input data
- wireless sensor networks
- k means
- one class support vector machines
- intrusion detection system
- image segmentation
- normal behavior
- decision trees
- detect anomalies
- data sets
- smart camera
- learning algorithm
- data mining
- growing self organizing map