Even with high accuracy, the reasoning of AI is often faulty.
Understand every decision of your AI.

Correct Sign Recognition *

Recognition of original test images

Incorrect Sign Recognition *

Original images with 4% noise added

 

 

* Road signs as recognized by the AI are designated by the smaller icons below the larger images.
Example Reproduced from (Papernot et al 2016)