Tottenham centre-half Michael Dawson hauled Spurs level with a header in the 66th minute after a first-half blunder by Younes Kaboul had allowed Carlton Cole to open the scoring for the Hammers.
But former West Ham striker Defoe earned a controversial penalty when he was brought down by Lucas Neill in stoppage time but the Spurs striker´s spot-kick was kept out by Green.
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