For BISO channels with fixed KL contraction coefficient, BSC and BEC extremize the less noisy order; with fixed Dobrushin coefficient they extremize degradability; closed-form contraction coefficients are derived.
An operational app roach to information leakage,
2 Pith papers cite this work. Polarity classification is still indexing.
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Adding tunable privacy-preserving noise to estimates from randomly chosen crowd sensors achieves any prescribed information leakage level about sensor identity in linear time-invariant systems.
citing papers explorer
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Partial orders and contraction for BISO channels
For BISO channels with fixed KL contraction coefficient, BSC and BEC extremize the less noisy order; with fixed Dobrushin coefficient they extremize degradability; closed-form contraction coefficients are derived.
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Privacy-Preserving State Estimation with Crowd Sensors: An Information-Theoretic Respective
Adding tunable privacy-preserving noise to estimates from randomly chosen crowd sensors achieves any prescribed information leakage level about sensor identity in linear time-invariant systems.