MediChainAudit: Encrypted Medical Data Auditing on Blockchain with Fuzzy Deduplication and Secure Sharing

Published: 2026-08-13  ·  Last modified: 2026-08-15

IEEE Transactions on Dependable and Secure Computing (TDSC) [Q1 IF=7.5] 2026

DOI: 10.1109/TDSC.2026.3724153

Blockchain FMLE Data Sharing Integrity Audit Deduplication Data Security Smart Healthcare

Projects: 2023YFB3107103 62332005 62262073

Links:   [PDF] [DOI] [Code]

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Abstract:

Cloud storage increasingly uses deduplication to reduce costs, while users require strong confidentiality and integrity for outsourced data—especially in healthcare, where sensitive, redundant data is frequently shared under strict privacy constraints. Although Message-Locked Encryption (MLE) supports encrypted deduplication, existing methods focus on exact duplicates and assume trusted auditors, making them unsuitable for medical use. We propose MediChainAudit, a blockchain-based system for medical clouds that integrates: (i) an enhanced encryption mode enabling fuzzy (similarity-aware) block-level deduplication, (ii) a decentralized public audit framework removing the need for trusted third parties, and (iii) a secure key-exchange and sharing protocol. Using a hybrid storage model—on-chain integrity tags and off-chain ciphertext—the system minimizes blockchain overhead while supporting verifiable secure deletion. We formalize security goals including PRV-CDA confidentiality, integrity, ownership consistency, and deduplication correctness, providing proofs under standard cryptographic assumptions. To our knowledge, MediChainAudit is the first blockchain-based solution to integrate fuzzy deduplication auditing, secure sharing, and side-channel attack defense with proven PRV-CDA security.

BibTeX
@ARTICLE{ZHANGTDSC26,
author       = {Jie Zhang and
                Xiaohong Li and
                Ruitao Feng and
                Shanshan Xu and
                Yongyang Lv and
                Zhe Hou and
                Guangdong Bai},
title        = {MediChainAudit: Encrypted Medical Data Auditing on Blockchain with Fuzzy Deduplication and Secure Sharing},
journal      = {{IEEE} Trans. Dependable Secur. Comput.},
volume       = {},
number       = {},
pages        = {1--17},
year         = {2026},
url          = {https://doi.org/10.1109/TDSC.2025.3609801},
doi          = {10.1109/TDSC.2026.3724153},
timestamp    = {Sun, 08 Feb 2026 16:49:23 +0100},
biburl       = {https://dblp.org/rec/journals/tdsc/ZhangLFXLHB26.bib},
bibsource    = {dblp computer science bibliography, https://dblp.org}
}