Dylan did not steal Scarborough Fair from Martin Carthy.

Indeed not, and I've never heard anyone claim that he did. It was Paul Simon who recorded an arrangement of the song uncannily similar to Martin's. Dylan did borrow elements for 'Girl From the North Country' from SF, but he was friends with Carthy and there was no suggestion of 'stealing'.