Differential Privacy Bugs and Why They’re Hard to Find

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In previous posts we have explored what differential privacy is, how it works, and how to answer questions about data in ways that protect privacy. All of the algorithms we’ve discussed have been demonstrated via mathematical proof to be effective for protecting privacy. However, when translating these algorithms from paper to code, it’s possible to introduce bugs in the resulting software which…

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