My dog wants attention- All. the time.?

Well it is difficult when you take a dog from the pound because you don't know his roots but dogs can be trained. You can give him a pet down once in a while and leave him where he can see you and feel secure. Make a special corner for the dog near you and also give him treats when he stays there. Good luck, dogs are precious and you need to work at the relationship also.