TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models.
Haotian SiChanghua PeiHang CuiJingwen YangYongqian SunShenglin ZhangJingjing LiHaiming ZhangJing HanDan PeiJianhui LiGaogang XiePublished in: CoRR (2024)
Keyphrases
- anomaly detection
- detecting anomalies
- intrusion detection
- anomalous behavior
- one class support vector machines
- detect anomalies
- network intrusion detection
- data assimilation
- network traffic
- intrusion detection system
- network anomaly detection
- pattern recognition
- negative selection algorithm
- detecting anomalous
- unsupervised anomaly detection
- computer security
- behavior analysis
- network security
- unsupervised learning
- model selection
- genetic algorithm
- simulation models
- neural network
- data mining applications
- network intrusion
- probabilistic model
- hidden markov models
- data analysis
- object recognition
- computer vision