PLELog: Semi-Supervised Log-Based Anomaly Detection via Probabilistic Label Estimation.
Lin YangJunjie ChenZan WangWeijing WangJiajun JiangXuyuan DongWenbin ZhangPublished in: ICSE (Companion Volume) (2021)
Keyphrases
- anomaly detection
- semi supervised
- unsupervised anomaly detection
- intrusion detection
- unsupervised learning
- detecting anomalies
- anomalous behavior
- network traffic
- pairwise
- semi supervised learning
- bayesian networks
- network intrusion detection
- network security
- probabilistic model
- intrusion detection system
- behavior analysis
- unlabeled data
- computer security
- one class support vector machines
- detect anomalies
- cumulative sum
- detecting anomalous
- neural network
- labeled data
- network anomaly detection
- multi label
- normal behavior
- malware detection
- supervised learning
- hidden markov models
- active learning
- feature space
- feature selection
- genetic algorithm