Fairness in Social Security Act of 2019 This bill amends the Internal Revenue Code to exclude from modified adjusted gross income any lump-sum social security benefit payment (i.e., a payment of more than one month of social security benefits) that is attributable to months ending before the beginning of the taxable year.