America is the only country I've ever heard of that does this, BTW.
Where did you hear this? They're income, and subject to the income tax.
If you earn $50,000 in income, $X in winnings, and $Y in losses, you pay taxes on $50,000 of income, plus taxes on $X-Y of winnings (if it's a positive number).