Evidence map›Paper›PMID 41682510›Full record

ArticleSensors (Basel, Switzerland)2026

A Hybrid Hash-Encryption Scheme for Secure Transmission and Verification of Marine Scientific Research Data.

Hanyu Wang, Mo Chen, Maoxu Wang, Min Yang

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. 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.

Hanyu WangNorth China Sea Marine Technology Center, Ministry of Natural Resources (North China Sea Vessel and Aircraft Center, Ministry of Natural Resources), Qingdao 266000, China.ORCID 0009-0000-7574-2381
Mo ChenNorth China Sea Marine Technology Center, Ministry of Natural Resources (North China Sea Vessel and Aircraft Center, Ministry of Natural Resources), Qingdao 266000, China.
Maoxu WangNorth China Sea Marine Technology Center, Ministry of Natural Resources (North China Sea Vessel and Aircraft Center, Ministry of Natural Resources), Qingdao 266000, China.
Min YangNorth China Sea Marine Technology Center, Ministry of Natural Resources (North China Sea Vessel and Aircraft Center, Ministry of Natural Resources), Qingdao 266000, China.ORCID 0009-0006-7878-867X

Funding

National Key R&D Program funded project(China) 2022YFC2808004
6 · The paper itself

Abstract

Marine scientific observation missions operate over disrupted, high-loss links and must keep heterogeneous sensor, image, and log data confidential and verifiable under fragmented, out-of-order delivery. This paper proposes an end-to-end encryption-verification co-design that integrates HMR integrity structuring with EMR hybrid encapsulation. By externalizing block boundaries and maintaining a minimal receiver-side verification state, the framework supports block-level integrity/provenance verification and selective recovery without continuous sessions, enabling multi-hop and intermittent connectivity. Experiments on a synthetic multimodal ocean dataset show reduced storage/encapsulation overhead (10.4% vs. 12.8% for SHA-256 + RSA + AES), lower hashing latency (6.8 ms vs. 12.5 ms), and 80.1 ms end-to-end encryption-decryption latency (21.2% lower than RSA + AES). Under fragmentation, verification latency scales near-linearly with block count (R

Indexed as

block-level verificationhybrid encryptionincremental integrity checkingmarine scientific research data transmissionpacket-loss resilience

Identifiers

PMID41682510
PMCPMC12899856

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.