Analysis on anonymity and regulation of digital currency transactions based on game theory
By using technologies such as blockchain, digital currency, as a new type of monetary asset, has been promoting the development of digital economy.Digital currency trading platform plays an important role in the use of private digital currency by digital currency users.Existing digital currency trad...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
POSTS&TELECOM PRESS Co., LTD
2022-10-01
|
| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2022068 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841529671137624064 |
|---|---|
| author | Xian ZHANG Jianming ZHU Zhiyuan SUI Shengzhi MING |
| author_facet | Xian ZHANG Jianming ZHU Zhiyuan SUI Shengzhi MING |
| author_sort | Xian ZHANG |
| collection | DOAJ |
| description | By using technologies such as blockchain, digital currency, as a new type of monetary asset, has been promoting the development of digital economy.Digital currency trading platform plays an important role in the use of private digital currency by digital currency users.Existing digital currency trading platforms may expose users’ privacy and provide illegal elements with the conditions to participate in various abnormal trading behaviors such as“air dropping” events, extortion, fraud, etc.The strong anonymity protection of users by digital currency trading platforms also make it more difficult for regulatory authorities to supervise digital currency transactions.Therefore, the strength of the anonymity protection of users by digital currency trading platforms need to consider not only the privacy protection of users, but also meet the regulatory requirements.For this reason, based on the analysis of the relationship between the digital currency trading platforms and the supervisory departments, an evolutionary game model was established, the digital currency trading platform and the supervisory game model were defined and constructed, and the replication dynamic equation was solved and the balanced solution was obtained according to the income matrix between the digital currency trading platform and the supervisory department.By building a Jacobian matrix, the stability of the evolutionary system under different parameters was analyzed.Besides, the evolutionary stable selection and strategy of the digital currency trading platform and the regulatory authority under different conditions were also analyzed.With Matlab, different strategies of anonymity protection of the digital currency trading platform and different strategies of supervision strategy of the regulatory department were simulated to verify the accuracy of the game model.Based on the results of the simulations, some suggestions on the supervision of digital currency trading platforms are put forward, which provides a theoretical basis for the future supervision of digital currency trading platforms in China. |
| format | Article |
| id | doaj-art-099797a1688f4a159430131ca3570188 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2022-10-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-099797a1688f4a159430131ca35701882025-01-15T03:16:14ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2022-10-01815015759575684Analysis on anonymity and regulation of digital currency transactions based on game theoryXian ZHANGJianming ZHUZhiyuan SUIShengzhi MINGBy using technologies such as blockchain, digital currency, as a new type of monetary asset, has been promoting the development of digital economy.Digital currency trading platform plays an important role in the use of private digital currency by digital currency users.Existing digital currency trading platforms may expose users’ privacy and provide illegal elements with the conditions to participate in various abnormal trading behaviors such as“air dropping” events, extortion, fraud, etc.The strong anonymity protection of users by digital currency trading platforms also make it more difficult for regulatory authorities to supervise digital currency transactions.Therefore, the strength of the anonymity protection of users by digital currency trading platforms need to consider not only the privacy protection of users, but also meet the regulatory requirements.For this reason, based on the analysis of the relationship between the digital currency trading platforms and the supervisory departments, an evolutionary game model was established, the digital currency trading platform and the supervisory game model were defined and constructed, and the replication dynamic equation was solved and the balanced solution was obtained according to the income matrix between the digital currency trading platform and the supervisory department.By building a Jacobian matrix, the stability of the evolutionary system under different parameters was analyzed.Besides, the evolutionary stable selection and strategy of the digital currency trading platform and the regulatory authority under different conditions were also analyzed.With Matlab, different strategies of anonymity protection of the digital currency trading platform and different strategies of supervision strategy of the regulatory department were simulated to verify the accuracy of the game model.Based on the results of the simulations, some suggestions on the supervision of digital currency trading platforms are put forward, which provides a theoretical basis for the future supervision of digital currency trading platforms in China.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2022068evolutionary gamedigital currency trading platformprivacy protectionanonymityregulatory |
| spellingShingle | Xian ZHANG Jianming ZHU Zhiyuan SUI Shengzhi MING Analysis on anonymity and regulation of digital currency transactions based on game theory 网络与信息安全学报 evolutionary game digital currency trading platform privacy protection anonymity regulatory |
| title | Analysis on anonymity and regulation of digital currency transactions based on game theory |
| title_full | Analysis on anonymity and regulation of digital currency transactions based on game theory |
| title_fullStr | Analysis on anonymity and regulation of digital currency transactions based on game theory |
| title_full_unstemmed | Analysis on anonymity and regulation of digital currency transactions based on game theory |
| title_short | Analysis on anonymity and regulation of digital currency transactions based on game theory |
| title_sort | analysis on anonymity and regulation of digital currency transactions based on game theory |
| topic | evolutionary game digital currency trading platform privacy protection anonymity regulatory |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2022068 |
| work_keys_str_mv | AT xianzhang analysisonanonymityandregulationofdigitalcurrencytransactionsbasedongametheory AT jianmingzhu analysisonanonymityandregulationofdigitalcurrencytransactionsbasedongametheory AT zhiyuansui analysisonanonymityandregulationofdigitalcurrencytransactionsbasedongametheory AT shengzhiming analysisonanonymityandregulationofdigitalcurrencytransactionsbasedongametheory |