Byzantine Distributed Function Computation

We study the distributed function computation problem with $k$ users of which at most $s$ may be controlled by an adversary and characterize the set of functions of the sources the decoder can reconstruct robustly in the following sense -- if the users behave honestly, the function is recovered with high probability (w.h.p.); if they behave adversarially, w.h.p, either one of the adversarial users will be identified or the function is recovered with vanishingly small distortion.

Publication Details

Journal
ArXiv.org
Published
2025-03-03
Primary Topic
Cryptography and Data Security
Type
article
Field-Weighted Citation Impact
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article

Byzantine Distributed Function Computation

ArXiv.org
Cryptography and Data Security
article

Byzantine Distributed Function Computation

article en

Abstract

We study the distributed function computation problem with $k$ users of which at most $s$ may be controlled by an adversary and characterize the set of functions of the sources the decoder can reconstruct robustly in the following sense -- if the users behave honestly, the function is recovered with high probability (w.h.p.); if they behave adversarially, w.h.p, either one of the adversarial users will be identified or the function is recovered with vanishingly small distortion.

ArXiv.org
Openalex Percentile: Top 73%
Cryptography and Data Security
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Byzantine Distributed Function Computation · ArXiv.org (2025) | TGRS Research Map | TGRS