Detecting propaganda and illicit content

91% of Twitter accounts disseminating terrorist propaganda identified

Meet our client

INDUSTRYPublic sector

CUSTOMERThe United Nations

How we did it

Social media is the main propaganda tool for terrorist groups and Twitter is not immune.

The challenge

The UN’s Office of Information and Communications Technology needed an automated solution for spotting terrorist propaganda on Twitter. With almost half a million tweets appearing every minute, manual monitoring would hardly be possible. The solution had to be automated.

The solution

deepsense.ai designed a solution that analyzed the entire news stream from a particular account. The team analyzed not single tweets, but the overall communication context. This included all of the users’ messages, the number of connections and followers he or she had and the combination of words used. The model proved that those who disseminate propaganda differ from others - they have fewer followers and publish significantly less information. Knowing this allowed us to filter out news vendors and the people commenting on events as experts. The profile of a suspicious account was built using 100 accounts that were proven disseminators of propaganda.

Later, the model spotted the most suspicious accounts and cherry-picked those which matched the patterns of propaganda-spreading ones. In addition to monitoring the topics of tweets, the model uncovered patterns in the data concerning the relations between the number of followers, tweets and other Twitter-related metrics.

The effect

By harvesting and analyzing user profiles, the model identifies suspicious accounts with 91% accuracy. The model can be further extended to not only spot particular accounts but to exploit the “citation network” of tweets that powers up the terrorist organization’s propaganda. Another tool can be added to automatically find and filter the violent images various groups use to enhance their message.

Further reading

We want to hear from you

Find us
  • deepsense.ai, Inc.
  • 2100 Geng Road, Suite 210
  • Palo Alto, CA 94303
  • United States of America
  • deepsense.ai Sp. z o.o.
  • Al. Jerozolimskie 162A
  • 02-342 Warsaw
  • Poland
Let us know how we can help
Fill out this quick form and we will contact you shortly




You can modify your privacy settings and unsubscribe from our lists at any time (see our privacy policy).

This site is protected by reCAPTCHA and the Google privacy policy and terms of service apply.