The IRS "RULE" is, if "you" ie your employer reports your income to IRS, THEN you owe income tax. And you have no choice, because they always report your income.
They always report it because the feds double dip on every paycheck. First they hit your employer with payroll taxes for writing the check, then they hit you with income taxes for receiving it.