Undetectable backdoors for machine learning models

Classifiers considered harmful.

Mad Magazine’s Alfred E. Neuman, as presented on the cover of the December 1957 issue, in which three Neumans are posed as the three wise monkeys. These Neumans’ faces have been removed and replaced with the menacing eye of HAL9000 from 2001: A Space Odyssey. The background has been replaced with the code-waterfall effect from The Matrix. Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg CC BY 3.0: https://creativecommons.org/licenses/by/3.0/deed.en Norman Mingo/

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