Adversarial Examples
topic on 1 show · 3 statements across 2 episodes
the Y Combinator Startup Podcast
3 statements about Adversarial Examples, every show
Brundage: Offense generally defeats defense in adversarial machine learning competitions
“If you look at the, like, offense and defense and competitions on adversarial examples, like, the offense generally wins. Like, we don't really know how to make neural nets robust against deliberate or even unintentional things that could mess them up.”
Brundage: Responsible disclosure norms are missing for AI adversarial vulnerabilities
“So things like responsible disclosure, when you find out about a new vulnerability is something that's pervasive in the computer security community, but hasn't yet been seriously discussed for things like adversarial examples, where you might want to say, hey,…”
Hwang: Minor adversarial pixel edits fool machine vision but not humans
“Adversarial examples lead to these really fascinating results where, you know, you can take a picture of a panda, and that's a classic example, and you edit a couple of the pixels, and it, like, basically, like, the computer will be like, yep, that's definitel…”