A lot of them pay federal income taxes. A lot of them pay into Social Security as well. It has been estimated that they pay about $12 billion a year into Social Security -- when they will not be eligible to receive such benefits, ever. The Social Security system ends up benefiting from their contribution.
They also pay property taxes -- either directly, or indirectly (by renting). They pay sales tax too.
