# Sophos AI YaraML Rules Repository

Sophos AI YaraML Rules Repository is a Detection Engineering product. It runs on-premises. Pricing is free.

A tool that generates Yara rules from training data using logistic regression and random forest classifiers.

Checked October 2026.

## What is Sophos AI YaraML Rules Repository?

YaraML is a tool that automatically generates Yara rules from training data by translating scikit-learn logistic regression and random forest binary classifiers into the Yara language.

Give YaraML a directory of malware files and a directory of benign files of any format and it'll extract substring features, downselect your feature space, train a model, and then "compile" the model and return it as a textual Yara rule.

To get a feel for what this looks like, see the logistic regression Powershell detector generated by YaraML and given below.

Tags: YARA, Rule Generation

## Quick facts

- Category: [Security Operations](https://cybersectools.com/categories/security-operations) · [Detection Engineering](https://cybersectools.com/categories/detection-engineering)
- Deployment: On-Premises
- Company size fit: Mid-Market, Enterprise
- Pricing model: Free
- GitHub stars: 215
- Website: github.com

## Where it ranks

No shortlist covers this product's category yet. The closest is [Best MDR Solutions for Business](https://cybersectools.com/shortlists/best-mdr-solutions).

## Sophos AI YaraML Rules Repository FAQ

### What is Sophos AI YaraML Rules Repository?

Sophos AI YaraML Rules Repository is a product in the Detection Engineering category. It covers YARA and Rule Generation.

### What is the pricing for Sophos AI YaraML Rules Repository?

Sophos AI YaraML Rules Repository is free. Download and setup instructions are at https://github.com/sophos/yaraml_rules.

### What are alternatives to Sophos AI YaraML Rules Repository?

Alternatives to Sophos AI YaraML Rules Repository listed on CybersecTools:

1. [Google Security Operations](https://cybersectools.com/tools/google-security-operations) - Cloud-native SIEM, SOAR, and threat intel platform for SecOps teams (Commercial)
2. [detections.ai Detections](https://cybersectools.com/tools/detectionsai-detections) - Community platform for sharing and creating detection rules with AI (Commercial)
3. [SOC Prime Uncoder AI](https://cybersectools.com/tools/soc-prime-uncoder-ai) - IDE for detection engineering with cross-platform translation for 65+ SIEM/EDR/XDR (Commercial)
4. [Defender Lens](https://cybersectools.com/tools/defender-lens) - Turn Any Threat into a Detection Rule (Commercial)
5. [Crimson7 Defensive Engineering](https://cybersectools.com/tools/crimson7-defensive-engineering) (Commercial)

Compare all Sophos AI YaraML Rules Repository alternatives at [https://cybersectools.com/alternatives/sophos-ai-yaraml-rules-repository](https://cybersectools.com/alternatives/sophos-ai-yaraml-rules-repository)

### What deployment and organization size does Sophos AI YaraML Rules Repository fit?

Sophos AI YaraML Rules Repository is available as on-premises software. It is listed for mid-market companies and enterprises. It is free.

## Compare Sophos AI YaraML Rules Repository with similar solutions

- [Sophos AI YaraML Rules Repository vs Google Security Operations](https://cybersectools.com/compare/google-security-operations-vs-sophos-ai-yaraml-rules-repository)
- [Sophos AI YaraML Rules Repository vs detections.ai Detections](https://cybersectools.com/compare/detectionsai-detections-vs-sophos-ai-yaraml-rules-repository)
- [Sophos AI YaraML Rules Repository vs SOC Prime Uncoder AI](https://cybersectools.com/compare/soc-prime-uncoder-ai-vs-sophos-ai-yaraml-rules-repository)

All alternatives to Sophos AI YaraML Rules Repository: [/alternatives/sophos-ai-yaraml-rules-repository](https://cybersectools.com/alternatives/sophos-ai-yaraml-rules-repository)

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Source: https://cybersectools.com/tools/sophos-ai-yaraml-rules-repository

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