open secret

US /ˈoʊpən ˈsiːkrət/
UK /ˈoʊpən ˈsiːkrət/
"open secret" picture
1.

a fact that is supposed to be secret but is actually known by many people

:
It's an open secret that they are planning to get married.
His affair with his assistant was an open secret in the office.