Deep Neural Networks are Easily Fooled!
In an article that was recently posted to the arXiv and is entitled Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images , the authors discuss how Deep neural networks (DNNs) can be fooled when performing visual classification. In particular, the show how easy it is to produce images that are completely unrecognizable to humans yet that DNNs believe they are recognizable objects with 99.99% confidence...!