indeed, heading straight at the dog has always worked pretty well for me. it freaks them out. trying to avoid the dog by going wide guarantees an intercept attempt, its in their genes as a pack hunter. I bent a few Silca Imperial pumps whacking this one idiot dog on the bottom of the hill I lived on back in the early 70s.
Experience is what you get when you don't get what you want.