Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
Lin YangJunjie ChenZan WangWeijing WangJiajun JiangXuyuan DongWenbin ZhangPublished in: ICSE (2021)
Keyphrases
- anomaly detection
- semi supervised
- unsupervised anomaly detection
- intrusion detection
- unsupervised learning
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- semi supervised learning
- intrusion detection system
- detecting anomalous
- bayesian networks
- computer security
- negative selection algorithm
- pairwise
- unlabeled data
- probabilistic model
- active learning
- one class support vector machines
- behavior analysis
- supervised learning
- detect anomalies
- network anomaly detection
- network security
- neural network
- multi label
- maximum likelihood
- connectionist systems
- labeled data