Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model.
Shuyu LinRonald ClarkRobert BirkeSandro SchönbornNiki TrigoniStephen J. RobertsPublished in: ICASSP (2020)
Keyphrases
- hybrid model
- anomaly detection
- forecasting accuracy
- detect anomalies
- artificial neural networks
- intrusion detection
- arima model
- detecting anomalies
- network intrusion detection
- support vector regression
- anomalous behavior
- hybrid models
- network traffic
- unsupervised anomaly detection
- recurrent neural networks
- intrusion detection system
- autoregressive conditional heteroscedasticity
- network security
- unsupervised learning
- network anomaly detection
- detecting anomalous
- one class support vector machines
- network intrusion
- data sets
- short term
- back propagation
- support vector machine svm
- knowledge discovery
- cumulative sum
- pattern recognition