The Supreme Court has its own Police, just like the US Capitol and White House.
Not sure if their jurisdiction extends to the Justices’ residences but I sure hope so.
SC Police have jurisdiction anywhere justices go, including home and travel. Since they aren’t that big an operation, I’m sure other fed LEOs help them out when necessary.