Research on using ML techniques for system logs analysis
- DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning
- Detecting Anomaly in Big Data System Logs Using Convolutional Neural Network
- Local Anomaly Detection for Network System Log Monitoring
- Markov Chain Modeling for Anomaly Detection in High Performance Computing System Logs
- Experience Report: System Log Analysis for Anomaly Detection
- Unsupervised Anomaly Detection in Unstructured Log-Data for Root-Cause-Analysis
- A Study on Data Mining & Machine Learning for Intrusion Detection System
- Mining System Logs to Learn Error Predictors
Tags: Machine Learning, syslog