Devops

Wazuh decoder XML files define how raw log lines are parsed into structured security events. A misconfigured decoder – a missing <order> element, an orphaned parent reference, or a regex group mismatch – can silently drop critical fields from alerts, leaving blind spots in your SIEM pipeline. Manual code review catches some of these issues, but it does not scale across hundreds of decoder files shipped with Wazuh or maintained by your organization.

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.

Related Reading:

• Wazuh Integration with Ollama Series - Learn how to integrate Wazuh with Ollama
• Wazuh LLM Security Event Analysis - Specialized model for Wazuh events

Prerequisites and Environment Setup

For local RAG development, ensure you have the following requirements:

Introduction to RAG

Retrieval-Augmented Generation (RAG) is a method that allows the use of information from various sources to generate more accurate and useful responses to questions.

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.

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.

Wazuh and Ollama: Part 2. Deploying the Wazuh Cluster

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

Introduction

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

Introduction

Integrating Wazuh SIEM with MARK (Mitigation Anomaly Revelation Keeper) enables automated threat detection and enriches security alerts with intelligence data. This guide walks you through setting up a custom integration for enhanced SOC operations.

Overview

Mitigation Anomaly Revelation Keeper (MARK) is an advanced security platform designed to proactively defend against cyber threats by leveraging cutting-edge IP reputation analysis and machine learning. With a focus on identifying and neutralizing malicious actors, MARK offers unparalleled insight into attacker behavior and statistical trends to fortify your organization’s defenses.