mordor
Re-play Security Events (by OTRF)
loglizer
A machine learning toolkit for log-based anomaly detection [ISSRE'16] (by logpai)
mordor | loglizer | |
---|---|---|
6 | 2 | |
1,548 | 1,228 | |
0.7% | 1.5% | |
5.6 | 0.0 | |
about 1 month ago | 10 days ago | |
PowerShell | Jupyter Notebook | |
MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mordor
Posts with mentions or reviews of mordor.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-15.
- SOC with machine learning
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What tooling/scripts/capability would your Blueteam benefit from? Add your wish to the comments 👇🏿 and it might come true..
https://github.com/OTRF/Security-Datasets -> Any table in sentinel
- Dummy security logs to practice with team?
-
Cybersecurity bootcamp
Cloud resources (like Simuland: https://github.com/Azure/SimuLand ) might let you spin up your environment without at-home resources, but you can also learn about what attacks look like and how they work in defenses using something like the OTRF project: https://github.com/OTRF/Security-Datasets
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Simplest path to ECS-formatted winlogbeat style json file import
To get started as easily as possible we’re looking to use data from the security datasets (formerly Mordor) project https://github.com/OTRF/Security-Datasets and converting some of this data to winlogbeat/ECS using this tool: https://github.com/barvhaim/mordor2ecs
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How to grt better/ homelab help
Exactly! Either inline, or mirror your traffic via SPAN - assuming quite a lot of phones, tablets and other gear you‘ll definitely start spotting some not-so-hot traffic quite soon. In case you can arrange for a public IP at home, start tapping in and profile your visitors. In case you deem your homenet too boring - as mentioned - Mordor - hit your Onion with actual malicious traffic: https://github.com/OTRF/mordor
loglizer
Posts with mentions or reviews of loglizer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-15.
-
SOC with machine learning
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.
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how to never ever lose connection to raspberry pi
If you want to really get paranoid, then you can write a monitoring app that uses machine learning to do the log analysis and detect anomalies in your system. There are some open source tools available, like this for example. Also you can train the network for your specific use case and then just have the service running the inference on your logs and a pre-trainer model that is running on system logs. Then you really get in paranoid mode.
What are some alternatives?
When comparing mordor and loglizer you can also consider the following projects:
HELK - The Hunting ELK
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
ecs-mapper - Translate an ECS mapping CSV to starter pipelines for Beats, Elasticsearch or Logstash
Fog - An open source computer cloning & management system
mordor2ecs - Windows log to ECS format for Mordor large dataset
wazuh-ruleset - Wazuh - Ruleset
anomaly-detection-resources - Anomaly detection related books, papers, videos, and toolboxes
luminol - Anomaly Detection and Correlation library
kafkaml-anomaly-detection - Project for real-time anomaly detection using Kafka and python
loghub - A large collection of system log datasets for AI-driven log analytics [ISSRE'23]