Easy, you have a framework that validates & sanitizes all your parameters, don't allow any non-declared parameter, and make something like "can_be_logged" a man

Easy, you have a framework that validates & sanitizes all your parameters, don't allow any non-declared parameter, and make something like "can_be_logged" a mandatory attribute, then only log those & audit them.