Evidence map›Paper›PMID 42236803›Full record

ArticleScientific reports2026

A MITRE D3FEND guided blockchain based cyber resilient framework for IPv6 based 6G enabled healthcare networks.

Katreddi Rohith, Abhishek Jain, Mahmmad Nazir Shaik

Abstract read
In one paragraph

Article in Scientific reports, 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

3 authors.

Katreddi RohithSchool of Engineering and Technology, BML Munjal University, Gurugram, 122413, India.ORCID http://orcid.org/0009-0004-9484-4753
Abhishek JainSchool of Engineering and Technology, BML Munjal University, Gurugram, 122413, India. abhishek.jain@bmu.edu.in.ORCID http://orcid.org/0000-0001-9018-9203
Mahmmad Nazir ShaikSchool of Engineering and Technology, BML Munjal University, Gurugram, 122413, India.ORCID http://orcid.org/0009-0006-1652-5073

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The proliferation of Internet of Medical Things (IoMT) devices in 6G-enabled healthcare networks introduces critical cybersecurity challenges, including expanded attack surfaces, device heterogeneity, and real-time security requirements that traditional perimeter-based frameworks cannot adequately address. This paper proposes a Blockchain-Enabled Zero-Trust Architecture (B-ZTA), guided by the MITRE D3FEND defensive ontology, integrating Zero Trust micro-segmentation, a Random Forest-based intrusion detection system, and a lightweight Proof-of-Authority blockchain for deterministic policy enforcement. The framework is validated through MATLAB-based simulations rather than physical IoMT deployment, across 30 independent trials under diverse cyberattack scenarios in a simulated 62-device hospital environment. Under the evaluated scenarios, results indicate a 99.10% Threat Neutralization Rate, mean enforcement latency of 76.68 ms, and 95th percentile latency of 249.86 ms, satisfying 6G eMBB and mMTC latency requirements for IoMT monitoring use cases. Quantitative benchmarking against five state-of-the-art frameworks yields a composite security score of 91.8. These findings suggest promise for the B-ZTA approach within the simulated environment, with physical testbed validation and adversarial robustness evaluation identified as priority directions for future work.

Indexed as

BlockchainComputer Communication NetworksComputer SecurityInternet of ThingsHumans6G NetworksAdaptive Security FrameworkBlockchain SecurityCybersecurityHealthcare SecurityInternet of Medical Things (IoMT)Intrusion Detection System (IDS)IPv6MATLAB SimulationProof-of-Authority (PoA)Random ForestThreat DetectionThreat NeutralizationUltra-Low LatencyZero Trust Architecture (ZTA)

Identifiers

PMID42236803
PMCPMC13408428

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.