An unbeaten run stretching back to December 30 was halted when Brown collected Aaron Mooy's throughball and coolly rounded Vedran Janjetovic to slot home.
Sydney stay second, while Melbourne have a five-point cushion over seventh-placed Brisbane Roar - who have three games in hand as the race for a play-off spot intensifies.
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