What if your definition of 'innocent person' is loosely defined? What if your 'witches' in question were defending themselves? Unless your world has some kind of law in place which proactively goes against people with 'other' kinds of abilities a regular person wouldn't have, then what you're doing is nothing short of murder.

But I suppose you wouldn't care about that.