AMiner

This tool allows one to create log analysis pipelines

Install

All systems
curl cmd.cat/AMiner.sh
Debian Debian
apt-get install logdata-anomaly-miner
Ubuntu
apt-get install logdata-anomaly-miner
image/svg+xml Kali Linux
apt-get install logdata-anomaly-miner
Windows (WSL2)
sudo apt-get update sudo apt-get install logdata-anomaly-miner
Raspbian
apt-get install logdata-anomaly-miner
Dockerfile
dockerfile.run/AMiner

logdata-anomaly-miner

This tool allows one 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 values and 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. Please report bugs at https://bugs.launchpad.net/logdata-anomaly-miner/+filebug