In this paper, we propose a decentralized, privacy-friendly energy trading platform (PFET) based on game theoretical approach - specifically Stackelberg competition. Unlike existing trading schemes, PFET provides a competitive market in which prices and demands are determined based on competition, and computations are performed in a decentralized manner which does not rely on trusted third parties. It uses homomorphic encryption cryptosystem to encrypt sensitive information of buyers and sellers such as sellers$'$ prices and buyers$'$ demands. Buyers calculate total demand on particular seller using an encrypted data and sensitive buyer profile data is hidden from sellers. Hence, privacy of both sellers and buyers is preserved. Through privacy analysis and performance evaluation, we show that PFET preserves users$'$ privacy in an efficient manner.
翻译:在本文中,我们提出了一个基于游戏理论方法、特别是Stakkelberg竞争的分散的、方便隐私的能源贸易平台(PFET),与现有的贸易计划不同,PFET提供了一个竞争性市场,根据竞争确定价格和需求,并以不依赖受信任的第三方的分散方式进行计算,使用同质加密加密加密系统对买方和卖方的敏感信息进行加密,例如卖主的美元价格和买主的美元需求。买方使用加密数据和敏感的买方概况数据计算特定卖方的总需求。因此,卖方和买主的隐私都受到保护。通过隐私分析和绩效评估,我们证明PFET以有效的方式保护用户的隐私。