Original paper
DeepSyslog: Deep Anomaly Detection on Syslog Using Sentence Embedding and Metadata
Volume: 17, Pages: 3051 - 3061
Published: Jan 1, 2022
Abstract
Anomaly events indicating the unhealthy status of the computer system are recorded in the system log (Syslog). Therefore, Syslog-based anomaly event detection is crucial for diagnosing system issues and problems. However, existing log-based anomaly detection approaches use raw and unstructured log entries independently and incompletely, i.e., without considering the context of each event and event metadata in the logs. They employ...
Paper Details
Title
DeepSyslog: Deep Anomaly Detection on Syslog Using Sentence Embedding and Metadata
Published Date
Jan 1, 2022
Volume
17
Pages
3051 - 3061