MADDC: Multi-Scale Anomaly Detection, Diagnosis and Correction for Discrete Event Logs.
Xiaolei WangLin YangDongyang LiLinru MaYongzhong HeJunchao XiaoJiyuan LiuYuexiang YangPublished in: ACSAC (2022)
Keyphrases
- anomaly detection
- event logs
- multiscale
- process mining
- intrusion detection
- process model
- detecting anomalies
- anomalous behavior
- business process
- network traffic
- one class support vector machines
- image processing
- detect anomalies
- network security
- network anomaly detection
- log files
- intrusion detection system
- network intrusion detection
- unsupervised learning
- business processes
- domain specific
- training data
- information retrieval
- negative selection algorithm
- cumulative sum