Owe Back Taxes?

I’m a tourist in NY, if at the airport they check my luggage when I’m about to come back home (European Union) will I have to pay any custom duty, tax, or whatever?
To be more specific, the purchases mentioned in the question are an iPod (paid $249 + VAT = $268.92) and few cheap souvenirs.