X-Debbugs-Cc: debian-ment...@lists.debian.org Package: wnpp Owner: Roman Fiedler <roman.fied...@ait.ac.at> Severity: wishlist
Package name: logdata-anomaly-miner Version: 0.0 Upstream Author: Roman Fiedler <roman.fied...@ait.ac.at> URL: FIXME Sources URL: [Seems https://alioth.debian.org/projects/collab-maint/ is recommended, would be nice using it. Requirements?] License: GPLv3 Programming Lang: Python Description: logdata-anomaly-miner is a GUI-less server component to analyze log lines and detect anomalies via various methods: Dependencies: python Long description: logdata-anomaly-miner allows to create log analysis pipelines to analyze log data streams and detect violations or anomalies in it. It can be run from console, as daemon with e-mail alerting or embedded as library into own programs. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use. Analysis methods include: . * static check patterns similar to logcheck but with extended syntax and options. * detection of new data elements (IPs, user names, MAC addresses) * statistical anomalies in log line frequencies * correlation rules between log lines as described in th AECID approach http://dx.doi.org/10.1016/j.cose.2014.09.006 . The tool is suitable to replace logcheck but also to operate as a sensor feeding a SIEM.
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