Post-quantum-inspired scalable blockchain architecture for internet hospital systems with lightweight privacy-preserving access control

The increasing adoption of Internet hospital systems-enabled by the real-time data streaming capabilities of the Internet of Medical Things (IoMT)-has intensified the need for secure, scalable, and low-latency data management infrastructures. Existing blockchain-based solutions often fail to meet these requirements, particularly under high-frequency workloads and stringent privacy demands. To address these limitations, this study proposes a simulation-based post-quantum-inspired alliance blockchain architecture tailored for Internet hospital systems. The framework incorporates four key innovations: (1) a Kyber-inspired hybrid encryption simulation, reducing encryption and decryption times by 72.3% and 74.4%, respectively, compared to RSA-2048; (2) a lightweight patient-centric access control mechanism based on authorization proofs achieving an average verification latency of ∼0.002 ms; (3) a Raft-based scalable consensus protocol, tested under a synchronous constant-delay network assumption, reducing consensus latency by 92.3% while supporting up to 1000 nodes with sub-150 ms finality; and (4) a fault-tolerant IoMT data ingestion layer using 3-of-5 median filtering, sustaining 90-96.2% sensor correction accuracy under varying fault injection rates. The system is prototyped in Google Colab Pro using synthetic data from 1000 virtual patients. Comparative benchmarks against PBFT and RSA-based systems show a fivefold increase in throughput, ∼9.4-12.3% energy savings per transaction, and ∼14% lower memory consumption during encryption. With a modest daily storage footprint (∼15 MB/day), the proposed solution is both resource-efficient and deployment-ready in simulation environments. These results confirm the potential of this architecture to enable trustworthy, energy-aware, and real-time blockchain infrastructures for next-generation digital healthcare ecosystems.

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Publication Details

Journal
PLoS ONE
Published
2025-12-01
DOI
https://doi.org/10.1371/journal.pone.0332887
Citations
1
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
3.25
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article

Post-quantum-inspired scalable blockchain architecture for internet hospital systems with lightweight privacy-preserving access control

Noshina Tariq, Hao Liu, Ahthasham Sajid, Ruoyu Wang et al.
1 citations
PLoS ONE
Blockchain Technology Applications and Security
3.25
article

Post-quantum-inspired scalable blockchain architecture for internet hospital systems with lightweight privacy-preserving access control

Noshina Tariq, Hao Liu, Ahthasham Sajid, Ruoyu Wang, Xiaofeng Wang, Xiaoguang Yue
article en
1 citations

Abstract

The increasing adoption of Internet hospital systems-enabled by the real-time data streaming capabilities of the Internet of Medical Things (IoMT)-has intensified the need for secure, scalable, and low-latency data management infrastructures. Existing blockchain-based solutions often fail to meet these requirements, particularly under high-frequency workloads and stringent privacy demands. To address these limitations, this study proposes a simulation-based post-quantum-inspired alliance blockchain architecture tailored for Internet hospital systems. The framework incorporates four key innovations: (1) a Kyber-inspired hybrid encryption simulation, reducing encryption and decryption times by 72.3% and 74.4%, respectively, compared to RSA-2048; (2) a lightweight patient-centric access control mechanism based on authorization proofs achieving an average verification latency of ∼0.002 ms; (3) a Raft-based scalable consensus protocol, tested under a synchronous constant-delay network assumption, reducing consensus latency by 92.3% while supporting up to 1000 nodes with sub-150 ms finality; and (4) a fault-tolerant IoMT data ingestion layer using 3-of-5 median filtering, sustaining 90-96.2% sensor correction accuracy under varying fault injection rates. The system is prototyped in Google Colab Pro using synthetic data from 1000 virtual patients. Comparative benchmarks against PBFT and RSA-based systems show a fivefold increase in throughput, ∼9.4-12.3% energy savings per transaction, and ∼14% lower memory consumption during encryption. With a modest daily storage footprint (∼15 MB/day), the proposed solution is both resource-efficient and deployment-ready in simulation environments. These results confirm the potential of this architecture to enable trustworthy, energy-aware, and real-time blockchain infrastructures for next-generation digital healthcare ecosystems.

PLoS ONEVol. 20(12)
Multimedia University (MY), Shenzhen University (CN), National University of Computer and Emerging Sciences (PK), Wuhan Business University (CN), Bilquis Postgraduate College For Women (PK), Wuxi Taihu Hospital (CN)
Openalex Percentile: Top 6%
Blockchain Technology Applications and Security
3.25
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