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34C3 - Deep Learning Blindspots

Title:
34C3 - Deep Learning Blindspots
Description:

https://media.ccc.de/v/34c3-8860-deep_learning_blindspots

Tools for Fooling the "Black Box"

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. This talk will review the current state of adversarial learning research and showcase some open-source tools to trick the "black box."

Katharine Jarmul

https://fahrplan.events.ccc.de/congress/2017/Fahrplan/events/8860.html

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Video Language:
English
Duration:
53:48
C3Subtitles edited English subtitles for 34C3 - Deep Learning Blindspots Jan 3, 2020, 3:35 PM
Bar Sch edited English subtitles for 34C3 - Deep Learning Blindspots Nov 20, 2019, 5:55 PM
taam edited English subtitles for 34C3 - Deep Learning Blindspots Dec 28, 2018, 1:30 PM
Felix Swimmer edited English subtitles for 34C3 - Deep Learning Blindspots Dec 28, 2018, 1:00 PM
Felix Swimmer edited English subtitles for 34C3 - Deep Learning Blindspots Dec 28, 2018, 12:15 PM
baumumarmer edited English subtitles for 34C3 - Deep Learning Blindspots Dec 27, 2018, 5:06 PM
baumumarmer edited English subtitles for 34C3 - Deep Learning Blindspots Dec 27, 2018, 4:55 PM
baumumarmer edited English subtitles for 34C3 - Deep Learning Blindspots Dec 27, 2018, 4:41 PM
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Added Dec 29, 2017  by C3Subtitles
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http://www.youtube.com/watch?v=uQEUhnhUkV8
Format: Youtube
Added Dec 29, 2017  by C3Subtitles
Format: Youtube
http://www.youtube.com/watch?v=uemixEEB4VI
Format: Youtube
Added Dec 29, 2017  by C3Subtitles
Format: Youtube
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