Tax shelters are any method of reducing taxable income resulting in a reduction of the payments to tax collecting entities, including state and federal governments. The methodology can vary depending on local and international tax laws. Tax shelters are any method of reducing taxable income resulting in a reduction of the payments to tax collecting entities, including state and federal governments. The methodology can vary depending on local and international tax laws.