Long Short Term Memory Networks for Anomaly Detection in Time Series.
Pankaj MalhotraLovekesh VigGautam ShroffPuneet AgarwalPublished in: ESANN (2015)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- network anomaly detection
- computer security
- intrusion detection system
- unsupervised anomaly detection
- social networks
- one class support vector machines
- behavior analysis
- detecting anomalous
- computer networks
- network structure
- neural network
- recurrent neural networks
- normal behavior
- negative selection algorithm
- cumulative sum
- data sets
- unsupervised learning
- fuzzy logic
- knowledge discovery
- active learning
- similarity measure
- clustering algorithm
- data mining
- misuse detection