Driven08

I have the KA24e engine and the problem is that it would ocasionally backfire at 2500rpm. When I am checking the engine from the hood and rev it, i could hear a poping noise coming from the air box. The car is basically stock. Some of the parts I replaced were spark plugs, valve cover gasket, and header gasket. What could the problem be?