Certified Visibility Ceilings for Jensen–Shannon Monitoring Under Randomized Response

Zenodo (CERN European Organization for Nuclear Research) 2026 Preprint Open access

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Authors: Alex B. Shvets
DOI: 10.5281/zenodo.18456614
Cited by: 0

Abstract

Exact contraction coefficient for Jensen–Shannon divergence under m-ary randomized response with closed-form formula. Establishes hard visibility ceilings for drift detection in locally differentially private telemetry pipelines. Note: The formula coincides with the known χ²-contraction coefficient — a non-trivial consequence of RR symmetry.

Fields of Study & Subjects

Privacy-Preserving Technologies in Data Survey Sampling and Estimation Techniques Internet Traffic Analysis and Secure E-voting

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 February 2026
Language
EN
Document type
Preprint