Differential privacy in User health system
This repo contains part of my project in EECS 475, Fall '16, University of Michigan. The example shows how differential privacy helps to maintain privacy in user healthcare systems.
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differential_privacyMain script.
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average_queryFunction that returns answer to the query, without differential privacy.
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dp_average_queryFunction that returns answer to the query with differential privacy.
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generate_dataFunction to randomly generate data.
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laplace_noiseAdds laplcian noise to input data.