DeepStream: Autoencoder-based stream temporal clustering and anomaly detection.
Shimon HarushYair MeidanAsaf ShabtaiPublished in: Comput. Secur. (2021)
Keyphrases
- anomaly detection
- high dimensional data streams
- intrusion detection
- detecting anomalies
- streaming data
- network intrusion detection
- anomalous behavior
- network traffic
- clustering analysis
- unsupervised learning
- intrusion detection system
- one class support vector machines
- data streams
- unsupervised anomaly detection
- network anomaly detection
- detect anomalies
- clustering method
- computer security
- behavior analysis
- network security
- clustering algorithm
- detecting anomalous
- connectionist systems
- data sets
- negative selection algorithm