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If you like this kind of thing, I wrote a little document summarizing the security and privacy weaknesses of neural networks during grad school a couple years ago: https://matt.life/papers/security_privacy_neural_networks.pd...

I _think_ most of the content in there is still relevant/valid, but the field moves so fast (with dozens of papers written every day on average, it's actually one of the main reasons I switched my emphasis from ML to Internet security)...



Nice read, thanks.

Yeah, I’ve always had a weird feeling about whether I should have pivoted to deep fakes, cryptonets, or ML for security applications since I was a few months into PhD.

Think I’ve found me a good non-image niche though (thank Christ for no free lunch theorem.)


A very cool survey! I'll make sure to add a reference in the next commit


Super cool, thanks!




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