FOSDEM 17: Get the most out of your security logs

28. Juni 2017 von Tobias

Get the most out of your security logs (Peter Czanik)

Event logging is a central source of information for IT security. The syslog-ng application collects logs from many different sources, performs real-time log analysis by processing and filtering them, and finally it stores the logs or routes them for further analysis. In an ideal world, all log messages come in a structured format, ready to be used for log analysis, alerting or dashboards. But in a real world only part of the logs belong to this category. Traditionally, most of the log messages come as free format text messages. These are easy to be read by humans, which was the original use of log messages. However, today logs are rarely processed by the human eye. Fortunately syslog-ng has several tools to turn unstructured and many of the structured message formats into name-value pairs, and thus delivers the benefits of structured log messages. Once you have name-value pairs, log messages can be further enriched with additional information in real-time, which helps responding to security events faster. One way is adding geo-location based on IP addresses. Another way is adding contextual data from external files, like the role of a server based on the IP address or the role of the user based on the name. Data from external files can also be used to filter messages, for example to check firewall logs to determine whether certain IP addresses are contained in various black lists for malware command centers, spammers, and so on. Logging is subject to an increasing number of compliance regulations. PCI-DSS or many European privacy laws require removing sensitive data from log messages. I will demonstrate how logs can be anonymized in a way that they are still useful for security analitics. At the end I would like to introduce you to the basics of syslog-ng configuration, and demonstrate how the collected logs can be used for alerting or visualized on a dashboard.

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