AER: Auto-Encoder with Regression for Time Series Anomaly Detection.
Lawrence WongDongyu LiuLaure Berti-ÉquilleSarah AlnegheimishKalyan VeeramachaneniPublished in: Big Data (2022)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- network traffic
- anomalous behavior
- detecting anomalies
- computer security
- bit rate
- network intrusion detection
- network security
- network anomaly detection
- unsupervised anomaly detection
- unsupervised learning
- model selection
- intrusion detection system
- behavior analysis
- detecting anomalous
- support vector
- negative selection algorithm
- network intrusion
- connectionist systems
- machine learning
- face recognition
- neural network
- cumulative sum
- pattern recognition
- normal behavior
- feature space
- hidden markov models
- motion estimation
- maximum likelihood