SOC with machine learning

This page summarizes the projects mentioned and recommended in the original post on /r/AskNetsec

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  • mordor

    Re-play Security Events

  • HELK

    The Hunting ELK

  • On a side note - I somehow have the feeling that you are trying to recreate https://github.com/Cyb3rWard0g/HELK

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • loglizer

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

  • https://github.com/logpai/loglizer has an MIT license. Seems like they've done some of the heavy lifting already. If you're just looking for logs, check out https://github.com/logpai/loghub.

  • loghub

    A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

  • https://github.com/logpai/loglizer has an MIT license. Seems like they've done some of the heavy lifting already. If you're just looking for logs, check out https://github.com/logpai/loghub.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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