Users shouldn't be able to see who else is the page shared with ?

[Jay]

How do i make sure that the page that is shared among different people, they can't see who else is the page shared with ?

[Brant Schroeder]

@Jay Welcome to the Atlassian Community.  Confluence is software that is designed for collaboration focuses on supporting this transparently.  I am not aware of any way to prevent this information from being seen and I think it goes against the core of what it was designed to do.