AI is vulnerable to attack. Can it ever be used safely?
In 2015, computer scientist Ian Goodfellow and his colleagues at Google described what could be artificial intelligence’s most famous failure. First, a neural network trained to classify images correctly identified a photograph of a panda. Then Goodfellow’s team added a small amount of carefully calculated noise to the image. The result was indistinguishable to the human eye, but the network...