Rewards gained after Bitcoin mining is taxed as income tax. This tax is calculated based on the fair market value of the Bitcoins when you receive them as mining rewards. If you do not pay taxes, you are liable to IRS penalties for tax fraud that could include criminal prosecution with five years in prison or a fine of up to $250,000.