Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series.
Paul BoniolThemis PalpanasPublished in: Proc. VLDB Endow. (2020)
Keyphrases
- anomaly detection
- detect anomalies
- graph model
- dynamic time warping
- intrusion detection
- unsupervised anomaly detection
- detecting anomalies
- network traffic
- anomalous behavior
- network intrusion detection
- computer security
- intrusion detection system
- network anomaly detection
- one class support vector machines
- detecting anomalous
- negative selection algorithm
- data mining
- semi supervised
- knowledge discovery
- cumulative sum
- behavior analysis
- network intrusion
- bayesian networks
- machine learning
- pairwise
- malware detection
- neural network
- network security