The best tactic I saw for this is immediately declaring that you will steal, but split the money after the game is over.
If they split, you'd get the money and maybe they get half after the game. If they steal, nobody gets anything, so their best option is to go along and 'lose' the game by choosing to split, forfeiting the money.
This is when you reveal you chose split instead, winning for both of you.