I think it would depend on the incident. If the incident were such that it would be easy to guess who you're writing about, even if everything was changed, then it'd still be problematic.

Stealing someone else's story? That's pretty much what writers do. If we only wrote about things that only happened to ourselves, most books wouldn't be written.