Interesting. As a non expert in machine learning, I would have assumed that most of those issues apply to any use of it.

I'm not particularly seeing why security suffers here, other than the difficulty of getting good training sets.

Good to see an analysis that shows these problems are there though and how to address them.

Is this a new trend or why is there no publishing date anywhere to be found in this paper?!

I feel like once I noticed usenix is an anagram of unisex, I can't stop reading it that way.