Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection.
Mandana SaebiJian XuLance M. KaplanBruno RibeiroNitesh V. ChawlaPublished in: EPJ Data Sci. (2020)
Keyphrases
- anomaly detection
- higher order
- negative selection algorithm
- network traffic
- expectation maximization
- intrusion detection
- detection algorithm
- intrusion detection system
- learning algorithm
- k means
- high order
- anomalous behavior
- unsupervised anomaly detection
- data sets
- data assimilation
- clonal selection algorithm
- artificial immune system
- probabilistic model
- pattern recognition
- genetic algorithm