Abstract
Open banking brings both opportunities and challenges to banks all over the world especially in data management. A blockchain as a continuously growing list of records managed by a peer-to-peer network is widely used in various application scenarios; and it is commonly agreed that the blockchain technology can improve the protection of financial data privacy. However, current blockchain technology still poses some challenges in fully meeting the needs of financial data privacy protection. In order to address the existing problems, this paper proposes a new data privacy management framework based on the blockchain technology for the financial sector. The framework consists of three components: (1) a data privacy classification method according to the characteristics of financial data; (2) a new collaborative-filtering-based model; and (3) a data disclosure confirmation scheme for customer strategies based on the Nudge Theory. We implement a prototype and propose a set of algorithms for this framework. The framework is validated through field experiments and laboratory experiments.
| Original language | English |
|---|---|
| Pages (from-to) | 812-823 |
| Number of pages | 12 |
| Journal | Future Generation Computer Systems |
| Volume | 110 |
| Early online date | 4 Oct 2019 |
| DOIs | |
| Publication status | Published - Sep 2020 |
| Externally published | Yes |
Bibliographical note
Funding Information:This work is partially funded by the Fujian Fumin Foundation and is partially supported by the Science and Technology Planning Project of Guangdong Province (No. 2017A050501035 ), Science and Technology Program of Guangzhou (No. 201807010058 ), and the Deanship of Scientific Research, King Saud University through research group number RG-1435-051 .
Publisher Copyright:
© 2019 Elsevier B.V.
Keywords
- Blockchain
- Data privacy management
- Nudge theory
- Open banking