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Dec 17 2023

[DP#3] Database anonymization – randomized response

December 17, 2023 by sehee

Randomized response techniques have been developed and applied, allowing researchers to gather sensitive information without compromising respondent privacy or truthfulness.

Categories Differential Privacy Tags database anonymization, Dec 17 2023, differential privacy, randomized response 1 Comment

[DP#2] Database anonymization – differential privacy

December 17, 2023 by sehee

I explain the mathematical foundations and Laplacian noise of differential privacy.

Categories Differential Privacy Tags database anonymization, Dec 17 2023, differential privacy, k-anonymity, mathematics, mondrian, python 1 Comment

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