Federal taxes are the taxes paid to the federal government by individuals and businesses. In the USA just calculating the federal taxes owed can require special knowledge or the use of a professional accountant, because the tax code allows for credits and deductions that can be include very complex requirements. If federal taxes are owed to the US Government and these are not paid there are both civil and criminal penalties.