Tax fraud is the illegal act of deliberately falsifying information on a tax return to avoid paying the correct amount of taxes owed. This can include underreporting income, inflating deductions, or hiding money and assets in offshore accounts. Such actions violate tax laws and can lead to severe penalties, including fines and imprisonment.