Except in your scenario of the Revenue Department catching me for an audit, then wenshienshang could be caught and then he would have no tax return to show the auditors.
This is a common situation worldwide, people who don't think they owe don't file. But if they do owe, when they are audited, they are dead meat.
It's always better to file, since it reduces risks.