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Images are distorted in such a way that state-of-the-art image recognition approaches (which are potential attack technologies) fail to recognize them. [39] Microsoft (Jeremy Elson, John R. Douceur, Jon Howell, and Jared Saul) have developed Animal Species Image Recognition for Restricting Access (ASIRRA) which ask users to distinguish cats from dogs.