Distributed Discord Discovery: Spark Based Anomaly Detection in Time Series.
Yafei WuYongxin ZhuTian HuangXinyang LiXinyi LiuMengyun LiuPublished in: HPCC/CSS/ICESS (2015)
Keyphrases
- anomaly detection
- detect anomalies
- novelty detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- unsupervised anomaly detection
- intrusion detection system
- network anomaly detection
- behavior analysis
- computer security
- computer networks
- detecting anomalous
- negative selection algorithm
- one class support vector machines
- network security
- malware detection
- connectionist systems
- data mining
- network intrusion
- reinforcement learning
- knowledge discovery
- unsupervised learning
- neural network
- feature selection