Not exactly, no.
One almost always use "privy" with a form of the verb "to be." To be privy to something means to have knowledge about something which is sometimes (not always) unknown to others.
I am privy to the ways of the world.
You are privy to all the complexities of tax law.
He/She/It is privy to information that isn't open to the public.