3.8 Fraud detection based on mouse movement images

Gleb Esman came up with a quite interesting idea in 2017 which he describes in his blog Splunk and Tensorflow for Security: Catching the Fraudster with Behavior Biometrics. He translated the mouse movement into images on which he then trained neural networks to identify fraudsters, the technology is known as behavioral biometrics.

Behavioral Biometrics:

  • Convert mouse movements to images
  • Identify groups of users
    • legitimate users
    • attackers
  • Identify individuals