Evidence map›Paper›PMID 41305055›Full record

ArticleSensors (Basel, Switzerland)2025

SelectVote Byzantine Fault Tolerance for Evidence Custody: Virtual Voting Consensus with Environmental Compensation.

Belinda I Onyeashie, Petra Leimich, Sean McKeown, Gordon Russell

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Belinda I OnyeashieSchool of Computing, Engineering & the Built Environment, Edinburgh Napier University, Edinburgh EH10 5DT, UK.ORCID 0000-0001-8746-8375
Petra LeimichSchool of Computing, Engineering & the Built Environment, Edinburgh Napier University, Edinburgh EH10 5DT, UK.ORCID 0000-0001-9947-6831
Sean McKeownSchool of Computing, Engineering & the Built Environment, Edinburgh Napier University, Edinburgh EH10 5DT, UK.ORCID 0000-0001-7231-1682
Gordon RussellSchool of Computing, Engineering & the Built Environment, Edinburgh Napier University, Edinburgh EH10 5DT, UK.ORCID 0000-0002-3589-3051

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Digital evidence custody requires consensus protocols that guarantee immediate and deterministic finality. Legal admissibility depends on proof that no party can alter or delay confirmation of evidence transfers. Conventional Byzantine fault tolerance protocols scale poorly because of quadratic communication overhead, while probabilistic ledger systems such as IOTA and SPECTRE produce confirmation uncertainty that weakens custody verification. This paper introduces SelectVote Byzantine Fault Tolerance, a deterministic consensus protocol that infers virtual votes from graph structure instead of exchanging explicit messages. The protocol operates in permissioned forensic networks and assigns validation witnesses through a fixed, hash-based selection process. Empirical evaluation demonstrates sub-quadratic communication scaling (O(n1.7)) compared to traditional O(n2) Byzantine protocols and maintains Byzantine resilience. To ensure physical integrity, the paper also presents an environmental compensation framework for precision weight verification. The framework models temperature, humidity, and pressure effects on load cells and corrects measurement drift to preserve sub-gram accuracy across normal storage conditions. Experimental evaluation confirms that the integrated system sustains high throughput with deterministic finality and maintains consistent measurement precision under environmental variation. The combined result supports reliable, legally defensible custody of digital evidence across distributed institutions.

Indexed as

byzantine fault toleranceconsensus mechanismsdigital evidence custodydirected acyclic graphdistributed ledger technologyenvironmental compensationevidence chain of custodyforensic evidence managementvirtual votingweight verification

Identifiers

PMID41305055
PMCPMC12656654

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.