Evidence map›Paper›PMID 42451545›Full record

ReviewSensors (Basel, Switzerland)2026

A Survey on Security Threats and Mitigation Mechanisms for Smart Hospitals in the 6G Era.

Orestis Maraziotis, Georgios Mantas, Jonathan Rodriguez, Felipe Gil-Castiñeira

Abstract readReview
In one paragraph

Review 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.

Orestis MaraziotisInformation Technologies Group, atlanTTic Research Center, University of Vigo, 36310 Vigo, Spain.ORCID 0009-0007-8100-4490
Georgios MantasInstituto de Telecomunicações, 3810-193 Aveiro, Portugal.
Jonathan RodriguezFaculty of Computing, Engineering and Science, University of South Wales, Pontypridd CF37 1DL, UK.
Felipe Gil-CastiñeiraInformation Technologies Group, atlanTTic Research Center, University of Vigo, 36310 Vigo, Spain.ORCID 0000-0002-5164-0855

Funding

European Union 101073265
6 · The paper itself

Abstract

Smart Hospitals integrated within 6G edge networks aim to enhance hospital connectivity and operational efficiency by enabling intelligent and personalized e-health services and applications while optimizing resource utilization and maintaining a high degree of autonomy. Nevertheless, the interconnectivity and 6G integration, which comprise core components of Smart Hospitals, are susceptible to a wide range of security threats, posing significant risks to the confidentiality, integrity, and availability of hospital data and operations. Given that security is a critical concern for Smart Hospitals, there is an urgent need to develop novel security mechanisms to safeguard these environments within 6G edge networks. In particular, this work highlights how defining 6G characteristics, such as Ultra-Reliable Low-Latency Communications, massive IoMT connectivity, distributed edge intelligence, and AI-native network operation, not only enable next-generation hospital services but also reshape the security and privacy threat landscape and the requirements of mitigation mechanisms. In this context, the first essential step is to comprehensively understand both existing and emerging threats targeting Smart Hospitals in the 6G edge network ecosystem. Therefore, this article provides a categorization of security and privacy attacks based on their primary targets. Moreover, it presents a survey of mitigation techniques derived from recent literature, specifically designed to counter threats facing Smart Hospitals in 6G edge networks. The intent is to establish a foundation that supports ongoing research towards the development of effective, 6G-aware security countermeasures capable of protecting Smart Hospitals under the stringent latency, scalability, and reliability requirements of future healthcare environments.

Indexed as

Computer SecurityHospitalsArtificial IntelligenceComputer Communication NetworksConfidentialityHumansSurveys and QuestionnairesWireless Technology6Gcybersecurity threatsedge networksInternet of Medical Things (IoMT)privacy-preserving technologiessecurity and privacysecurity mechanismssmart hospitals

Identifiers

PMID42451545
PMCPMC13363780

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.