Heat 1 cm of oil in a frying pan over medium-high heat, until just simmering. Add the chickpeas and cook stirring often until golden (about 5 minutes). Add the rosemary, and garlic and cook for a further minute. Add the lemon, stir, then strain through a metal sieve into a heatproof bowl. Sprinkle with the paprika and stir to combine. Generously season and top with the parmesan. Serve hot with a lemon wedge or they are equally delicious served cold