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A company wants to protect customer purchase data while allowing meaningful insi...

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A company wants to protect customer purchase data while allowing meaningful insights for analysis. They apply differential privacy but notice that adding too much noise affects accuracy.

Question:

What is the primary trade-off when using differential privacy?

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