Medicare Protection Act of 2011 - Amends the Budget Control Act of 2011 to prohibit the Joint Select Committee on Deficit Reduction from proposing any reductions in eligibility, payments, or benefits, or any increases in premiums or other cost-sharing that would reduce outlays for, the Medicare program under title XVIII of the Social Security Act.