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- Apr 2022
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towardsdatascience.com towardsdatascience.com
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K-Anonymity, L-Diversity, and T-ClosenessIn this section, I will introduce three techniques that can be used to reduce the probability that certain attacks can be performed. The simplest of these methods is k-anonymity, followed by l-diversity, and then followed by t-closeness. Other methods have been proposed to form a sort of alphabet soup, but these are the three most commonly utilized. With each of these, the analysis that must be performed on the dataset becomes increasingly complex and undeniably has implications on the statistical validity of the dataset.
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