OggSL GOpusHead8OggSLg*rGOpusTags Lavf56.40.101 LANGUAGE=engHANDLER_NAME=SoundHandlerENCODER=Lavc56.60.100 libopusMAJOR_BRAND=isomMINOR_VERSION=512"COMPATIBLE_BRANDS=isomiso2avc1mp41AUTHOR=Katharine Jarmul GENRE=lectureTITLE=Deep Learning BlindspotsSCOPYRIGHT=Licensed to the public under https://creativecommons.org/licenses/by/4.0/'ALBUM=34th Chaos Communication CongressARTIST=Katharine Jarmuldescription=In the past decade, machine learning researchers and theorists have created deep learning architectures which seem to learn complex topics with little intervention. Newer research in adversarial learning questions just how much “learning" these networks are doing. Several theories have arisen regarding neural network “blind spots” which can be exploited to fool the network. For example, by changing a series of pixels which are imperceptible to the human eye, you can render an image recognition model useless. 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