Ad­ver­sar­ial Examples

TagLast edit: 29 Aug 2020 15:53 UTC by Multicore

Ad­ver­sar­ial ex­am­ples are situ­a­tions that have un­usual fea­tures that will cause an AI to make choices that seem ob­vi­ously wrong to a hu­man. For ex­am­ple, an image of a panda can be sub­tly ma­nipu­lated so that an image clas­sifier clas­sifies it as a gib­bon.

The Good­hart Game

John_Maxwell18 Nov 2019 23:22 UTC
12 points
5 comments5 min readLW link

If I were a well-in­ten­tioned AI… I: Image classifier

Stuart_Armstrong26 Feb 2020 12:39 UTC
35 points
4 comments5 min readLW link

[AN #62] Are ad­ver­sar­ial ex­am­ples caused by real but im­per­cep­ti­ble fea­tures?

rohinmshah22 Aug 2019 17:10 UTC
28 points
10 comments9 min readLW link

The Achilles Heel Hy­poth­e­sis for AI

scasper13 Oct 2020 14:35 UTC
18 points
6 comments1 min readLW link
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