*Rant on dangerous pets and their owners*

[Pip Boy]

Dogs tend to be less likely to attack if you're off of their territory and if you don't back down. Stand your ground and show them you're not afraid. That said, it isn't a perfect strategy. They're living beings, not robots, so if they're rabid or if you're just unlucky, they may attack anyway.