
logparser
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
anomaly-detectionlog-analysismachine-learning+1

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources…

A deep learning toolkit for log-based anomaly detection

Restructured and Collaborated SIEM and CVSS Infrastructure. Presented at Blackhat Asia Arsenal 2020.

This repository provides an in-depth analysis of the Log4Shell vulnerability (CVE-2021-44228) and implements a machine learning-based approach to…