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.
- Convert mouse movements to images
- Identify groups of users
- legitimate users
- Identify individuals