icon/x Created with Sketch.

Splunk Cookie Policy

We use our own and third-party cookies to provide you with a great online experience. We also use these cookies to improve our products and services, support our marketing campaigns, and advertise to you on our website and other websites. Some cookies may continue to collect information after you have left our website. Learn more (including how to update your settings) here.
Accept Cookie Policy

Accept License Agreements

This app is provided by a third party and your right to use the app is in accordance with the license provided by that third-party licensor. Splunk is not responsible for any third-party apps and does not provide any warranty or support. If you have any questions, complaints or claims with respect to this app, please contact the licensor directly.

Thank You

Downloading DGA App for Splunk
SHA256 checksum (dga-app-for-splunk_24.tgz) 2e31fd8fa84a19ef90228d9e47da4fbe63b28e2ca383d9dfe51ade4ea2be7458 SHA256 checksum (dga-app-for-splunk_23.tgz) 5287c956b88e34e5ed4278dbd73c19da1ad7b71c77c0ff853d6592499af6855b
To install your download
For instructions specific to your download, click the Details tab after closing this window.

Flag As Inappropriate

DGA App for Splunk

Overview
Details
This app shows how to Operationalize Machine Learning using MLTK to detect malicious domain names. Malware like Botnets use domain generation algorithms (DGAs) to create URLs that host malicious websites or command and control servers. Static matching does not always help, so machine learning models can add value and allow to increase detection rates.

This app shows how to Operationalize Machine Learning using MLTK to detect malicious domain names. Malware like botnets use domain generation algorithms (DGAs) to create URLs that host malicious websites or command and control servers. Static matching does not always help, so machine learning models can add value and allow to increase detection rates.

For details about how this app works in detail please look for upcoming informations in the next app update and checkout the whitepaper available: https://www.splunk.com/en_us/form/operationalizing-machine-learning-to-detect-malicious-domain.html

Video walkthroughs (ca. 30min):
English: https://www.youtube.com/watch?v=1ctPStvI3BY
German: https://www.youtube.com/watch?v=AfYF3ChuJEw

Prerequesites for this app:

Obligatory dependencies:
- Splunk Machine Learning Toolkit: https://splunkbase.splunk.com/app/2890/
- URL Toolbox App: https://splunkbase.splunk.com/app/2734/

Optional dependencies for visualizations:
- 3D Scatterplot: https://splunkbase.splunk.com/app/3138/
- Parallel coordinates: https://splunkbase.splunk.com/app/3137/

Go check the setup dashboard for more detailed setup steps.

Third party references:
The datasets that ship with the app are composed of 2 sources:
1. DGA domain names were generated with scripts from Johannes Bader DGA reversing scripts available from https://github.com/baderj/domain_generation_algorithms
2. Legit domain names were taken from Cisco Umbrella 1 Million from https://umbrella.cisco.com/blog/2016/12/14/cisco-umbrella-1-million/

Release Notes

Version 2.4
Jan. 26, 2018

Vetted for Splunk Cloud (still needs manual install, please work with cloud ops), minor fixes

Version 2.3
Sept. 25, 2017

310
Installs
1,664
Downloads
Share Subscribe LOGIN TO DOWNLOAD

Subscribe Share

AppInspect Tooling

Splunk AppInspect evaluates Splunk apps against a set of Splunk-defined criteria to assess the validity and security of an app package and components.

Are you a developer?

As a Splunkbase app developer, you will have access to all Splunk development resources and receive a 50GB license to build an app that will help solve use cases for customers all over the world. Splunkbase has 1000+ apps and add-ons from Splunk, our partners and our community. Find an app or add-on for most any data source and user need, or simply create your own with help from our developer portal.

Follow Us:
© 2005-2019 Splunk Inc. All rights reserved.
Splunk®, Splunk>®, Listen to Your Data®, The Engine for Machine Data®, Hunk®, Splunk Cloud™, Splunk Light™, SPL™ and Splunk MINT™ are trademarks and registered trademarks of Splunk Inc. in the United States and other countries. All other brand names, product names, or trademarks belong to their respective owners.