Titlebook: Blockchain: Empowering Secure Data Sharing; Meng Shen,Liehuang Zhu,Ke Xu Book 2020 The Editor(s) (if applicable) and The Author(s), under

ERUPT

Data Sharing Incentives with Blockchain,be solved by blockchain. No participant in a data-sharing collaboration tends to make an effort without compensation. Existing studies on medical data sharing have rarely concerned about the reasonable incentive mechanism for multi-party cooperation.

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Introduction,nformation utilization. But with the expansion of data sharing, privacy protection need to be solved urgently. This chapter presents the data sharing background first, following with the typical data sharing scenarios. Then a concise review of existing solutions for data sharing is given. Finally, d

钝剑

judicial

Hallmark

Secure Homogeneous Data Sharing Using Blockchain,pical ML model, Support Vector Machine (SVM) supports efficient data classification, which is applied in many application of real world, such as disease diagnosis and anomaly detection. Training SVM classifiers usually requires to collect labeled IoT data from multiple entities, which leads to data

否决

Secure Heterogeneous Data Sharing Using Blockchain,llected by them differ greatly in attributes. These heterogeneous datasets form a complementary relationship with each other, so data sharing between organizations is necessary. Machine learning (ML) methods are widely used in big data processing, thus it is necessary to train machine learning model

Hemodialysis

adulterant

Data Sharing Incentives with Blockchain,cal institutions will apply data sharing to medical diagnosis, thus giving rise to third party institutions that can perform pathological diagnosis through machine learning. The current data sharing schemes among multiple participants are constrained by efficiency and security problems, which could

BILL

Book 2020, and incentive mechanisms, and presents corresponding case studies...The book explains thesecurity architecture model and the practice of building data sharing from the blockchain infrastructure, allowing readers to understand the importance of data sharing security based on the blockchain framewor