In that case, the fee will keep rising until _some_ miner puts it into a block. Mining is decentralized so empty block attacks won't work unless they all collaborate (good luck with that).
To me, it appears more that mining is effectively centralized in an oligopoly of mining pools, and that there's an increasing tendency towards this, compare [1] in this thread.