Thanks for spelling it out for me guys. I still don't get one thing, why would the double spender need to prevent anyone else from winning a block forever?

Can't he just publish the series of blocks containing the double spend and stop mining as the honest miners will start mining on top of his last block? And when he wants to attack again start mining only then.