[DP#3] Database anonymization – randomized response
Randomized response techniques have been developed and applied, allowing researchers to gather sensitive information without compromising respondent privacy or truthfulness.
database anonymization
[DP#2] Database anonymization – differential privacy
I explain the mathematical foundations and Laplacian noise of differential privacy.
[DP#1] Database anonymization – k-anonymity, l-diversity, t-closeness
I expand on the concept of k-anonymity and l-diversity with a further improvement called t-closeness.