Is Bitcoin gathering dust? An analysis of low-amount Bitcoin transactions

被引:0
|
作者
Loporchio, Matteo [1 ]
Bernasconi, Anna [1 ]
Maesa, Damiano Di Francesco [1 ]
Ricci, Laura [1 ]
机构
[1] Univ Pisa, Dept Comp Sci, Largo Bruno Pontecorvo 3, I-56127 Pisa, Italy
关键词
Blockchain; Bitcoin; Anonymity; Data analysis;
D O I
10.1007/s41109-023-00557-4
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In the Bitcoin protocol, dust refers to small amounts of currency that are lower than the fee required to spend them in a transaction. Although "economically irrational", dust is commonly used for achieving unconventional side effects, rather than exchanging value. For instance, dust might be linked to on-chain services or to malicious activity, such as dust attacks attempting to break users' pseudonymity. To study this phenomenon, this paper presents an in depth analysis of Bitcoin transactions involving dust, showing how dust is created and consumed. We identify the top dust creators and consumers and discuss how consumption has evolved over time. Finally, we use the data to identify transactions suspected of being part of dust attacks and quantify their impact on address deanonymization. Our results show that dust is mainly related to on-chain betting services. Transactions likely to be part of dust attacks are a minority of dust creating transactions but, despite their relatively low number, they have a disproportionately high effect on helping attackers to break address pseudonymity.
引用
收藏
页数:28
相关论文
共 50 条
  • [1] Is Bitcoin gathering dust? An analysis of low-amount Bitcoin transactions
    Matteo Loporchio
    Anna Bernasconi
    Damiano Di Francesco Maesa
    Laura Ricci
    Applied Network Science, 8
  • [2] Forensic Analysis of Bitcoin Transactions
    Wu, Yan
    Luo, Anthony
    Xu, Dianxiang
    2019 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI), 2019, : 167 - 169
  • [3] Analysis Techniques for Illicit Bitcoin Transactions
    Turner, Adam Brian
    McCombie, Stephen
    Uhlmann, Allon J.
    FRONTIERS IN COMPUTER SCIENCE, 2020, 2
  • [4] Analysis and Patterns of Unknown Transactions in Bitcoin
    Caprolu, Maurantonio
    Pontecorvi, Matteo
    Signorini, Matteo
    Segarra, Carlos
    Di Pietro, Roberto
    2021 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN (BLOCKCHAIN 2021), 2021, : 170 - 179
  • [5] On the Malleability of Bitcoin Transactions
    Andrychowicz, Marcin
    Dziembowski, Stefan
    Malinowski, Daniel
    Mazurek, Lukasz
    FINANCIAL CRYPTOGRAPHY AND DATA SECURITY (FC 2015), 2015, 8976 : 1 - 18
  • [6] Bitcoin transactions as a graph
    Di Z.
    Wang G.
    Jia L.
    Chen Z.
    IET Blockchain, 2022, 2 (3-4): : 57 - 66
  • [7] The market for bitcoin transactions
    Tsang, Kwok Ping
    Yang, Zichao
    JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2021, 71
  • [8] Unmasking Criminal Enterprises: An Analysis of Bitcoin Transactions
    Oakley, Jonathan
    Worley, Carl
    Yu, Lu
    Brooks, Richard
    Skjellum, Anthony
    PROCEEDINGS OF THE 2018 13TH INTERNATIONAL CONFERENCE ON MALICIOUS AND UNWANTED SOFTWARE (MALWARE 2018), 2018, : 161 - 166
  • [9] Bitcoin Blockchain Transactions Visualization
    Shrestha, Ajay Kumar
    Vassileva, Julita
    2018 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, BIG DATA AND BLOCKCHAIN (ICCBB 2018), 2018, : 102 - 107
  • [10] A Survey on Analyzing Bitcoin Transactions
    Pavithran, Deepa
    Thomas, Rajesh
    2018 FIFTH HCT INFORMATION TECHNOLOGY TRENDS (ITT): EMERGING TECHNOLOGIES FOR ARTIFICIAL INTELLIGENCE, 2018, : 227 - 232