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A lower bou nd for the fisher information measure

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2019 1

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Taking a Lesson from Quantum Particles for Statistical Data Privacy

cs.CR · 2019-08-14 · reject · novelty 4.0

The paper derives that privacy-optimal additive noise satisfies the time-independent Schrödinger equation when Fisher information is minimized under a utility constraint, and reports a privacy-utility trade-off that is essentially a Cramér-Rao bound.

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  • Taking a Lesson from Quantum Particles for Statistical Data Privacy cs.CR · 2019-08-14 · reject · none · ref 29

    The paper derives that privacy-optimal additive noise satisfies the time-independent Schrödinger equation when Fisher information is minimized under a utility constraint, and reports a privacy-utility trade-off that is essentially a Cramér-Rao bound.