The secret society vs. society with secrets distinction is what Anglo-American Freemasonry has historically highlighted to disclaim the label "secret society."

The secret society vs. society with secrets distinction is what Anglo-American Freemasonry has historically highlighted to disclaim the label "secret society." Agree with it or not, that usage does have some currency.