Privacy considerations for a decentralized finance (DeFi) loans platform

被引:0
|
作者
Janka Hartmann
Omar Hasan
机构
[1] INSA Lyon,Department of Computer Science
来源
Cluster Computing | 2023年 / 26卷
关键词
Blockchain; Ethereum; Social capital; Lending; Finance; P2P; Privacy; Zero-knowledge proof;
D O I
暂无
中图分类号
学科分类号
摘要
There are many Decentralized Finance (DeFi) Peer-to-Peer (P2P) lending platforms that offer users to obtain a loan by committing a collateral or by calculating a “credit score”, which is based on factors such as the users’ credit history. However, the requirements of collateral and credit history are quite burdensome for some users. Nowadays, with more than 55% of the global population using social media, there is a lot of publicly available personal data (Global Social Media Stats. https://datareportal.com/social-media-users. Accessed 27 March 2022). This data could be used as an alternative risk mitigator for lending. There are many inferences that can be drawn from the users’ social media accounts about their professional behavior and reliability, allowing us to derive the users’ social trustworthiness. We propose to calculate a “social score” based on the social media data of a user. Our contribution is to develop an Ethereum blockchain-enabled fully decentralized lending platform that relies on this score. This platform could give users a chance for a loan even if they do not have a collateral or a sufficient credit score. Furthermore, we discuss privacy considerations for our platform and present an enhanced version that protects the borrower’s privacy.
引用
收藏
页码:2147 / 2161
页数:14
相关论文
共 50 条
  • [31] Empowering Small-Scale Farmers with Decentralized Finance (DeFi) via Ethereum Smart Contracts
    Minu, M. S.
    Suryaa, S. Rohit
    Titus, J. Jovan
    Sharan, S.
    2ND INTERNATIONAL CONFERENCE ON SUSTAINABLE COMPUTING AND SMART SYSTEMS, ICSCSS 2024, 2024, : 683 - 690
  • [32] The Vulnerable Nature of Decentralized Governance in DeFi
    Dotan, Maya
    Yaish, Aviv
    Yin, Hsin-Chu
    Tsytkin, Eytan
    Zohar, Aviv
    PROCEEDINGS OF THE 2023 WORKSHOP ON DECENTRALIZED FINANCE AND SECURITY, DEFI 2023, 2023, : 25 - 31
  • [33] Carbon Finance and Decentralized Composting in Asia Potential and Future Considerations
    Yenneti, Komalirani
    Gamaralalage, Premakumara Jagath Dickella
    ENVIRONMENT AND URBANIZATION ASIA, 2012, 3 (02) : 303 - 323
  • [34] Attacking the DeFi Ecosystem with Flash Loans for Fun and Profit
    Qin, Kaihua
    Zhou, Liyi
    Livshits, Benjamin
    Gervais, Arthur
    FINANCIAL CRYPTOGRAPHY AND DATA SECURITY, FC 2021, PT I, 2021, 12674 : 3 - 32
  • [35] Decentralized Finance
    Zetzsche, Dirk A.
    Arner, Douglas W.
    Buckley, Ross P.
    JOURNAL OF FINANCIAL REGULATION, 2020, 6 (02) : 172 - 203
  • [36] LOANS AND TAXES IN WAR FINANCE
    Sprague, O. M. W.
    AMERICAN ECONOMIC REVIEW, 1917, 7 (01): : 199 - 223
  • [37] TAXES AND LOANS IN WAR FINANCE
    Morton, Walter A.
    BULLETIN OF THE NATIONAL TAX ASSOCIATION, 1942, 27 (08): : 226 - 231
  • [38] Decentralized Privacy-Preserving Platform for Clinical Data Sharing and Analysis
    Tong, Sui Jun
    Yang, Yong
    Sun, Wen
    Xia, Eryu
    Li, Shao Chun
    MEDINFO 2019: HEALTH AND WELLBEING E-NETWORKS FOR ALL, 2019, 264 : 839 - 842
  • [39] Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion
    Martinez Beltran, Enrique Tomas
    Sanchez Sanchez, Pedro Miguel
    Lopez Bernal, Sergio
    Bovet, Gerome
    Gil Perez, Manuel
    Martinez Perez, Gregorio
    Celdran, Alberto Huertas
    PROCEEDINGS OF THE THIRTY-SECOND INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2023, 2023, : 7154 - 7157
  • [40] Financial technologies and DeFi: A revisit to the digital finance revolution
    Anwar, Saiful
    Mochlasin, Nornajihah Nadia
    Hasbullah, Nornajihah Nadia
    SOCIAL SCIENCE JOURNAL, 2023,