I used to live in Samoa and you couldn't even jog down a path without being attacked by a dog. There were a number of inventive ways to get them off of you. One day all of the tricks failed to scare away this one dog and he got right up onto me so I pepper sprayed it. Mount a little can right to your handlebar and make sure your riding partner isn't downwind.