If not disclosed properly in your Income Tax Return, taxable gifts may come under scrutiny by the Income Tax Department. You won't have to pay any income tax on gifts you get from a relative. When it comes to taxes, "relative" means your closest family: your spouse, parents, brothers and sisters, children, in-laws, grandparents, grandchildren, and your uncles or aunts.