They are both correct.
US English tends to prefer the 'z' spelling, British English tends to prefer the 's' spelling, although there is some overlap. If you want to upset fewer people and fewer automatic spell checks, you may as well use the 'z' spelling, as this is more common. Personally, I always use the 's', but the choice is yours.