Revitalizing Self-Organizing Map: Anomaly Detection Using Forecasting Error Patterns.
Young Geun KimJeong-Han YunSiho HanHyoung Chun KimSimon S. WooPublished in: SEC (2021)
Keyphrases
- anomaly detection
- self organizing maps
- network anomaly detection
- unsupervised learning
- intrusion detection
- neural network
- network intrusion detection
- anomalous behavior
- som neural network
- network traffic
- detecting anomalies
- intrusion detection system
- normal behavior
- learning vector quantization
- growing self organizing map
- one class support vector machines
- pattern mining
- input data
- previously unknown
- artificial neural networks
- k means
- pairwise
- misuse detection
- frequent patterns
- detect anomalies
- computer vision
- cumulative sum
- machine learning