论文标题
维护看不见的：关于DEFI协议中数据隐私的研究
Safeguarding the Unseen: a Study on Data Privacy in DeFi Protocols
论文作者
论文摘要
金融部门采用技术驱动的数据分析通过利用个人敏感数据提高了运营效率和收入的产生。但是，区块链的固有特征阻碍了分散的金融（DEFI）访问必要的敏感用户数据。为了应对这一挑战，我们介绍了一项协议，该协议既可以保护用户隐私，又可以通过在区块链技术中纳入同型加密和零知识范围的技术来确保数据可用性。这种新颖的协议有助于减轻敏感数据泄漏引起的隐私风险，同时提高DEFI市场的资本效率。此外，我们探讨了这些隐私方法在链上生态系统和跨境财务应用中的适用性。我们的解决方案有助于确保使用用户以用户为中心的解决方案，同时维护权力下放和隐私保护的原则。
The financial sector's adoption of technology-driven data analysis has enhanced operational efficiency and revenue generation by leveraging personal sensitive data. However, the inherent characteristics of blockchain hinder decentralized finance (DeFi) from accessing necessary sensitive user data. To address this challenge, we introduce a protocol that both safeguards user privacy and ensures data availability through the incorporation of homomorphic encryption and zero-knowledge-proof techniques in blockchain technology. This novel protocol helps mitigate privacy risks caused by sensitive data leaks while improving the capital efficiency of the DeFi market. Furthermore, we explore the applicability of these privacy-preserving methods in on-chain ecosystems and cross-border financial applications. Our solution contributes to secure, user-centric solutions for DeFi while upholding principles of decentralization and privacy protection.
