Robust log-based anomaly detection on unstable log data.
Xu ZhangYong XuQingwei LinBo QiaoHongyu ZhangYingnong DangChunyu XieXinsheng YangQian ChengZe LiJunjie ChenXiaoting HeRandolph YaoJian-Guang LouMurali ChintalapatiFurao ShenDongmei ZhangPublished in: ESEC/SIGSOFT FSE (2019)
Keyphrases
- anomaly detection
- log data
- log files
- log analysis
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- unsupervised anomaly detection
- intrusion detection system
- log records
- data mining techniques
- one class support vector machines
- unsupervised learning
- network anomaly detection
- detecting anomalous
- network security
- detect anomalies
- connectionist systems
- cumulative sum
- user behavior
- information extraction
- association rules
- data mining
- data sets