Watch Out for These Common Tax Scams. According to the Internal Revenue Service (IRS), tax scams tend to increase during tax season and/or times of crisis. Now that tax season is in full swing, the IRS is reminding taxpayers to use caution and avoid becoming the victim of a fraudulent tax scheme. Here are some of the most common tax scams to watch out for.