Randomized response and local differential privacy

Differential privacy protects user privacy by adding randomness as necessary to the results of queries to a database containing private data. Local differential privacy protects user privacy by adding randomness before the data is inserted to the database. Using the visualization from this post, differential privacy takes the left and bottom (blue) path through the […] The post Randomized response and local differential privacy first appeared on John D. Cook....

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