Introducing Wazuh LLM: Fine-Tuned Llama 3.1 for Security Event Analysis

 Posted on October 2, 2025  (Last modified on October 3, 2025)  |  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: Boosting Cybersecurity (Part 4)

 Posted on March 1, 2025  (Last modified on October 2, 2025)  |  7 minutes  |  1344 words  |  pyToshka  • Other languages: Русский

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

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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: Boosting Cybersecurity (Part 3)

 Posted on February 27, 2025  (Last modified on October 2, 2025)  |  4 minutes  |  849 words  |  pyToshka  • Other languages: Русский

Wazuh and Ollama: Part 3. Creating Integration Between Your Wazuh Cluster and 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: Boosting Cybersecurity (Part 2)

 Posted on February 26, 2025  (Last modified on October 2, 2025)  |  4 minutes  |  640 words  |  pyToshka  • Other languages: Русский

Wazuh and Ollama: Part 2. Deploying the Wazuh Cluster

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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: A Cybersecurity Boost (Part 1)

 Posted on February 24, 2025  (Last modified on October 2, 2025)  |  3 minutes  |  570 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 

Meet me

Hire me

 Posted on January 1, 0001  (Last modified on September 24, 2025)  |  2 minutes  |  304 words  |  pyToshka

Professional Summary

Senior Site Reliability Engineer with 14+ years building, scaling, and maintaining critical infrastructure across diverse technology environments.

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