AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme.
Yungi JeongEunseok YangJung Hyun RyuImseong ParkMyungjoo KangPublished in: CoRR (2023)
Keyphrases
- unsupervised learning
- anomaly detection
- detect anomalies
- data sets
- self organizing maps
- intrusion detection
- data processing
- object recognition
- data analysis
- unsupervised anomaly detection
- anomalous behavior
- computer systems
- training data
- input data
- data mining techniques
- network traffic
- data mining methods
- streaming data
- data sources
- pattern recognition
- intrusion detection system
- data mining applications
- data mining
- neural network