I think it depends mostly on the context. If you only want to allow a known subset of items, prefer a whitelist. If you want to avoid a subset of items, prefer a blacklist.
In an explicitly enumerated category, blacklists and whitelists are logically equivalent and can be used interchangeably. In almost every other case blacklists are insufficient because new items can generally be created, either maliciously or just accidentally as the size of the category grows, which are not on the blacklist but which share whatever bad trait you were hoping to protect against.
I'm sure there are a few exceptions, but generally speaking any problem that can be solved with either a blacklist or a whitelist should use the whitelist, just to be safe. A problem that can't use a whitelist is probably not actually solvable by a blacklist either, and trying to use one is likely to fail in the long run.