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
  • [1] Privacy considerations for a decentralized finance (DeFi) loans platform
    Hartmann, Janka
    Hasan, Omar
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2023, 26 (04): : 2147 - 2161
  • [2] Cryptocurrencies and Decentralized Finance (DeFi)
    Makarov, Igor
    Schoar, Antoinette
    BROOKINGS PAPERS ON ECONOMIC ACTIVITY, 2022, : 141 - 196
  • [3] SoK: Decentralized Finance (DeFi)
    Werner, Sam
    Perez, Daniel
    Gudgeon, Lewis
    Klages-Mundt, Ariah
    Harz, Dominik
    Knottenbelt, William J.
    PROCEEDINGS OF THE 2022 4TH ACM CONFERENCE ON ADVANCES IN FINANCIAL TECHNOLOGIES, AFT 2022, 2022, : 30 - 46
  • [4] The technology of decentralized finance (DeFi)
    Raphael Auer
    Bernhard Haslhofer
    Stefan Kitzler
    Pietro Saggese
    Friedhelm Victor
    Digital Finance, 2024, 6 (1): : 55 - 95
  • [5] Cryptocurrencies and Decentralized Finance (DeFi)
    Makarov, Igor
    Schoar, Antoinette
    BROOKINGS PAPERS ON ECONOMIC ACTIVITY, 2023,
  • [6] Disentangling Decentralized Finance (DeFi) Compositions
    Kitzler, Stefan
    Victor, Friedhelm
    Saggese, Pietro
    Haslhofer, Bernhard
    ACM TRANSACTIONS ON THE WEB, 2023, 17 (02)
  • [7] A primer on the insurability of decentralized finance (DeFi)
    Felix Bekemeier
    Digital Finance, 2023, 5 (3-4): : 643 - 687
  • [8] SoK: Decentralized Finance (DeFi) Attacks
    Zhou, Liyi
    Xiong, Xihan
    Ernstberger, Jens
    Chaliasos, Stefanos
    Wang, Zhipeng
    Wang, Ye
    Qin, Kaihua
    Wattenhofer, Roger
    Song, Dawn
    Gervais, Arthur
    2023 IEEE SYMPOSIUM ON SECURITY AND PRIVACY, SP, 2023, : 2444 - 2461
  • [9] Decentralized Finance (DeFi): A Functional Approach
    Aquilina, Matteo
    Frost, Jon
    Schrimpf, Andreas
    JOURNAL OF FINANCIAL REGULATION, 2024, 10 (01) : 1 - 27
  • [10] The adaptive market hypothesis of Decentralized finance (DeFi)
    Zhang, Yuanyuan
    Chan, Stephen
    Chu, Jeffrey
    Shih, Shou-hsing
    APPLIED ECONOMICS, 2023, 55 (42) : 4975 - 4989