Gentle Measurement of Quantum States and Differential Privacy

Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing, pp. 60-333, 2019.

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Abstract:

In differential privacy (DP), we want to query a database about n users, in a way that “leaks at most ε about any individual user,” even conditioned on any outcome of the query. Meanwhile, in gentle measurement, we want to measure n quantum states, in a way that “damages the states by at most α,” even conditioned on any outcome of the mea...More

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