Generally speaking, when someone mentions a “secret society” to meet out justice in “cases like this”, they are refering to the Star Chamber, which killed people.
There is no other real way for a secret society to “meet out justice”.
Never heard of the “Star Chamber”... And Justice wouldn’t necessarily be done by killing someone.