Wazuh LLM: Fine-Tuned Llama 3.1 for Security Analysis

 Posted on October 2, 2025  (Last modified on February 2, 2026)  |  9 minutes  |  1916 words  |  pyToshka  • Other languages: Русский

Introducing Wazuh LLM: Why Specialized Security Analysis Matters

In the cybersecurity world, SOC specialists deal with massive streams of security events daily. Analyzing each alert requires deep knowledge, experience, and time. That’s why I created a specialized language model to assist security analysts in their day-to-day operations.

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devsecops  wazuh  security  research  devops  llm  ollama  machine learning  cybersecurity  automation  monitoring  incident response  threat intelligence  security operations  log analysis  ai  fine-tuning  MITRE ATT&CK 

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 4)

 Posted on March 1, 2025  (Last modified on February 2, 2026)  |  7 minutes  |  1351 words  |  pyToshka  • Other languages: Русский

Continuing the Series: Integrating a Wazuh Cluster with Ollama — Part 4. Configuration and Implementation

Related: Check out our Wazuh LLM fine-tuned model for specialized security event analysis.

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devsecops  wazuh  security  research  devops  llm  ollama  machine learning  cybersecurity  automation  monitoring  incident response  threat intelligence  security operations  log analysis  ai 

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 3)

 Posted on February 27, 2025  (Last modified on February 2, 2026)  |  5 minutes  |  856 words  |  pyToshka  • Other languages: Русский

Wazuh and Ollama: Part 3. Creating Integration Between Your Wazuh Cluster and Ollama

Wazuh offers vast and nearly limitless possibilities for integration with various systems. Even if a specific feature is missing, you can always create your own custom integration.

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devsecops  wazuh  security  research  devops  llm  ollama  machine learning  cybersecurity  automation  monitoring  incident response  threat intelligence  security operations  log analysis  ai 

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 2)

 Posted on February 26, 2025  (Last modified on February 2, 2026)  |  6 minutes  |  1151 words  |  pyToshka  • Other languages: Русский

Wazuh and Ollama: Part 2. Deploying the Wazuh Cluster

Now it’s time to set up Wazuh, which we will integrate with Ollama.

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devsecops  wazuh  security  research  devops  llm  ollama  machine learning  cybersecurity  automation  monitoring  incident response  threat intelligence  security operations  log analysis  ai 

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 1)

 Posted on February 24, 2025  (Last modified on February 2, 2026)  |  5 minutes  |  875 words  |  pyToshka  • Other languages: Русский

Introduction

Welcome to the first part of our guide on enhancing Wazuh with Ollama!

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devsecops  wazuh  security  research  devops  llm  ollama  machine learning  cybersecurity  automation  monitoring  incident response  threat intelligence  security operations  log analysis  ai