Images that fool computer vision raise security concerns 11 years ago
That point was covered in the article.
In a further step, the researchers tried ?retraining? the DNN by showing it fooling images and labeling them as such. This produced some improvement, but the researchers said that even these new, retrained networks often could be fooled.