SALAD: A split active learning based unsupervised network data stream anomaly detection method using autoencoders.
Christopher NixonMohamed H. SedkyJustin ChampionMohamed HassanPublished in: Expert Syst. Appl. (2024)
Keyphrases
- detection method
- active learning
- data streams
- detection algorithm
- face detection
- supervised learning
- network traffic
- semi supervised
- unsupervised learning
- feature detection
- anomaly detection
- change detection
- machine learning
- concept drift
- outlier detection
- sliding window
- denoising
- multi class
- learning process
- image sequences
- transfer learning
- image processing
- feature selection
- learning algorithm
- random sampling
- data sets
- streaming data
- region detection