How to separate multisite BuddyPress installations so there is no crossover between sub sites?

I have a multisite where each subsite created needs to have a separate social network using buddypress. After setting up this site and creating a few test sub sites i noticed there is some user and group crossover. What is the best solution to have completely separate Social Networks on each sub site?