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This conundrum can be resolved by generating synthetic datasets resembling true data. The definition of differential privacy doesn't distinguish between algorit
by lomereiter 6y ago
This conundrum can be resolved by generating synthetic datasets resembling true data. The definition of differential privacy doesn't distinguish between algorithm output types, which can be a single number as well as a whole dataset. The algorithms get a lot more complicated, of course, and quantifying data utility isn't simple either.