Litcius/Paper detail

A secure healthcare data sharing scheme based on two-dimensional chaotic mapping and blockchain

Zhigang Xu, Enda Zheng, Hongmu Han, Xinhua Dong, Xiaohong Dang, Zhongpeng Wang

2024Scientific Reports16 citationsDOIOpen Access PDF

Abstract

Enhancing data privacy security in medical data sharing is crucial for the informatization development in the healthcare sector. This paper proposes a healthcare data sharing scheme based on two-dimensional chaotic mapping and blockchain (2DCM-DS). Specifically, a new two-dimensional chaotic mapping is proposed, which demonstrates superior chaotic performance. Then, by incorporating biometric audio information as an identity credential and integrating it with the proposed two-dimensional chaotic mapping, we design a data encryption method that establishes a strongly coupled and bi-directionally verifiable data ownership relationship in healthcare data sharing. Finally, we employ blockchain as the underlying network and design corresponding smart contracts to support 2DCM-DS. This approach addresses potential issues of unauthorized access, malicious tampering, and single points of failure in centralized data sharing. Experimental results demonstrate that 2DCM-DS effectively protects data security under the specified attack models. The results validate the security and efficiency of the 2DCM-DS, proving its application potential in healthcare insurance data sharing scenarios.

Topics & Concepts

BlockchainScheme (mathematics)Computer scienceData sharingChaoticHealth careData miningData scienceComputer securityArtificial intelligenceMedicineMathematicsPathologyEconomic growthEconomicsMathematical analysisAlternative medicineBlockchain Technology Applications and SecurityBrain Tumor Detection and ClassificationIoT and Edge/Fog Computing