There is always going to be familiarity bias. It is part of human nature to value the people one is familiar with or close to over those one is not familiar with and not close to.
It is not the familiarity of a group that is the issue. It is playing groups against each other using the multitude of differences to put groups into either the oppressor or oppressed group and push them into conflict.