Sequential Model-Free Anomaly Detection for Big Data Streams.
Mehmet Necip KurtYasin YilmazXiaodong WangPublished in: Allerton (2019)
Keyphrases
- anomaly detection
- big data
- model free
- reinforcement learning
- intrusion detection
- cloud computing
- anomalous behavior
- detecting anomalies
- data analysis
- social media
- big data analytics
- intrusion detection system
- data management
- function approximation
- data processing
- network intrusion detection
- network traffic
- knowledge discovery
- business intelligence
- one class support vector machines
- data warehousing
- network anomaly detection
- unsupervised learning
- data mining
- negative selection algorithm
- database
- probabilistic model
- artificial neural networks
- genetic algorithm