(  ____ \(  ____ \( (    /|\__   __/\__   __/( (    /|(  ____ \( \               
| (    \/| (    \/|  \  ( |   ) (      ) (   |  \  ( || (    \/| (               
| (_____ | (__    |   \ | |   | |      | |   |   \ | || (__    | |               
(_____  )|  __)   | (\ \) |   | |      | |   | (\ \) ||  __)   | |               
      ) || (      | | \   |   | |      | |   | | \   || (      | |               
/\____) || (____/\| )  \  |   | |   ___) (___| )  \  || (____/\| (____/\         
\_______)(_______/|/    )_)   )_(   \_______/|/    )_)(_______/(_______/         
                                                                                 
 ______   _______ _________ _______                                              
(  __  \ (  ___  )\__   __/(  ___  )                                             
| (  \  )| (   ) |   ) (   | (   ) |                                             
| |   ) || (___) |   | |   | (___) |                                             
| |   | ||  ___  |   | |   |  ___  |                                             
| |   ) || (   ) |   | |   | (   ) |                                             
| (__/  )| )   ( |   | |   | )   ( |                                             
(______/ |/     \|   )_(   |/     \|                                             
                                                                                 
 _______  _______  _        _______  _______  _______ _________ _______  _______ 
(  ____ \(  ____ \( (    /|(  ____ \(  ____ )(  ___  )\__   __/(  ___  )(  ____ )
| (    \/| (    \/|  \  ( || (    \/| (    )|| (   ) |   ) (   | (   ) || (    )|
| |      | (__    |   \ | || (__    | (____)|| (___) |   | |   | |   | || (____)|
| | ____ |  __)   | (\ \) ||  __)   |     __)|  ___  |   | |   | |   | ||     __)
| | \_  )| (      | | \   || (      | (\ (   | (   ) |   | |   | |   | || (\ (   
| (___) || (____/\| )  \  || (____/\| ) \ \__| )   ( |   | |   | (___) || ) \ \__
(_______)(_______/|/    )_)(_______/|/   \__/|/     \|   )_(   (_______)|/   \__/

Sentinel Data Generator

The Sentinel Data Generator for Microsoft Sentinel is a tool designed to help you create and generate data that can be used to build machine learning models for Microsoft Sentinel. The tool is user-friendly and allows you to customize and generate a wide range of synthetic data that can be used for testing and improving your machine learning models.

Scenario

The generator works wit a hypothetical scenario. In the scenario, a company has a couple of employees. The employees always work on the same laptop with the same IP address. Some users have leaked their credentials. A adversary (hacker) is also using the companies resources.

Features:

• Customizable Data Generation: The tool can be configure to change the amount of sign-in attempts generated by real users and by the adversarry.
• Data outputed to a CSV file and Microsoft Sentinel. The CSV allows you to easily use the data that is ingested into Microsoft Sentinel in a machine learning environment.

See how it works

I have created a youtube video which uses the Sentinel Data Generator. You can watch it here: