loglizer
wazuh-ruleset
loglizer | wazuh-ruleset | |
---|---|---|
2 | 1 | |
1,228 | 319 | |
1.5% | - | |
0.0 | 4.7 | |
12 days ago | over 2 years ago | |
Jupyter Notebook | Python | |
MIT License | - |
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loglizer
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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.
wazuh-ruleset
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Windows events alerts with Wazuh
In this repository https://github.com/wazuh/wazuh-ruleset you can find the decoders and rules that wazuh-manager has by default (all these files are being migrated to the repository wazuh/wazuh https://github.com/wazuh/wazuh).
What are some alternatives?
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
sigma - Main Sigma Rule Repository
Fog - An open source computer cloning & management system
Fail2Ban - Daemon to ban hosts that cause multiple authentication errors
anomaly-detection-resources - Anomaly detection related books, papers, videos, and toolboxes
openscap - NIST Certified SCAP 1.2 toolkit
luminol - Anomaly Detection and Correlation library
openwisp-monitoring - Network monitoring system written in Python and Django, designed to be extensible, programmable, scalable and easy to use by end users: once the system is configured, monitoring checks, alerts and metric collection happens automatically.
HELK - The Hunting ELK
Check-WP-CVE-2020-35489 - The (WordPress) website test script can be exploited for Unlimited File Upload via CVE-2020-35489
kafkaml-anomaly-detection - Project for real-time anomaly detection using Kafka and python
sysmon - Sysmon and wazuh integration with Sigma sysmon rules [updated]