LogFlash: Real-time Streaming Anomaly Detection and Diagnosis from System Logs for Large-scale Software Systems.
Tong JiaYifan WuChuanjia HouYing LiPublished in: ISSRE (2021)
Keyphrases
- anomaly detection
- software systems
- real time streaming
- software engineering
- intrusion detection
- detecting anomalies
- anomalous behavior
- source code
- network intrusion detection
- software development
- network traffic
- high speed networks
- intrusion detection system
- detect anomalies
- one class support vector machines
- unsupervised learning
- network anomaly detection
- negative selection algorithm
- complex software systems
- legacy software systems
- multipath
- real world
- multimedia
- data processing
- probabilistic model
- feature extraction
- machine learning
- databases