AI image recognition fooled by single pixel change
BBC News - 3 November 2017
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"Computers can be fooled into thinking a picture of a taxi is a dog just by changing one pixel, suggests research.
The limitations emerged from Japanese work on ways to fool widely used AI-based image recognition systems.
Many other scientists are now creating "adversarial" example images to expose the fragility of certain types of recognition software.
There is no quick and easy way to fix image recognition systems to stop them being fooled in this way, warn experts.
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"There is certainly something strange and interesting going on here, we just don't know exactly what it is yet," he said