Online anomaly detection with concept drift adaptation using recurrent neural networks.
Sakti SauravPankaj MalhotraVishnu TVNarendhar GugulothuLovekesh VigPuneet AgarwalGautam ShroffPublished in: COMAD/CODS (2018)
Keyphrases
- anomaly detection
- recurrent neural networks
- concept drift
- streaming data
- network anomaly detection
- novelty detection
- intrusion detection
- data streams
- neural network
- feed forward
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- stream clustering
- non stationary
- classification algorithm
- artificial neural networks
- echo state networks
- intrusion detection system
- one class support vector machines
- change detection
- negative selection algorithm
- computer vision
- pattern recognition
- data sets
- data mining
- image segmentation
- database systems
- high dimensional
- image analysis
- unsupervised learning
- data distribution