If you deliberately choose not to report taxable income, also known as underreporting, that is a violation of the IRS tax code. It is considered tax evasion and is illegal. You can be fined or even imprisoned if caught and convicted. However, if your taxable income is low enough, you may owe no taxes. In this case, it is legal not to pay them.