Figure 1.3
Two side-by-side plots showing p of x and p D P of x curves on the left, and their log values on the right, each with two lines labeled for the original and D P-perturbed distributions.
An illustration of the ε-DP guarantee (here, using the Laplace mechanism of Section 1.4.3). The log-probability of a value to be output by a mechanism given two neighboring datasets is bounded by ε.
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