Fairness in Taxation Act of 2011 - Amends the Internal Revenue Code to: (1) increase individual income tax rates for taxpayers whose taxable income exceeds $1 million, and (2) provide for an adjustment in the capital gains tax of taxpayers whose taxable income is subject to the 45% tax bracket.