Some Thoughts on Deep Learning and Infosec

Wednesday, January 17, 2018 - 3:30 pm4:00 pm

Jeremy Howard, and USF


If you want to be accepted into the ML hipster clique, just say the magic words: "deep learning is over-hyped," and watch those around you nod their heads sagely. But as a deep learning researcher I see little sign of that in practice. Approaches that are well understood in academia are not being well used in the infosec community, despite clear advantages. Perhaps it is actually the case that "deep learning is over-hyped" is over-hyped.

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@conference {211744,
author = {Jeremy Howard},
title = {Some Thoughts on Deep Learning and Infosec},
year = {2018},
address = {Santa Clara, CA},
publisher = {{USENIX} Association},