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
  • [21] Generation and Classification of Illicit Bitcoin Transactions
    de Juan Fidalgo, Pablo
    Camara, Carmen
    Peris-Lopez, Pedro
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING & AMBIENT INTELLIGENCE (UCAMI 2022), 2023, 594 : 1086 - 1097
  • [22] Tampering with the Delivery of Blocks and Transactions in Bitcoin
    Gervais, Arthur
    Ritzdorf, Hubert
    Karame, Ghassan O.
    Capkun, Srdjan
    CCS'15: PROCEEDINGS OF THE 22ND ACM SIGSAC CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY, 2015, : 692 - 705
  • [23] Characterizing Orphan Transactions in the Bitcoin Network
    Imtiaz, Muhammad Anas
    Starobinski, David
    Trachtenberg, Ari
    2020 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN AND CRYPTOCURRENCY (IEEE ICBC), 2020,
  • [24] Bitcoin private key locked transactions
    Delgado-Segura, Sergi
    Perez-Sola, Cristina
    Herrera-Joancomarti, Jordi
    Navarro-Arribas, Guillermo
    INFORMATION PROCESSING LETTERS, 2018, 140 : 37 - 41
  • [25] An Optimal Algorithm for Secure Transactions in Bitcoin Based on Blockchain
    Alanazi, Jazem Mutared
    AlZubi, Ahmad Ali
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 35 (03) : 3693 - 3712
  • [26] Mixing detection on Bitcoin transactions using statistical patterns
    Shojaeinasab A.
    Motamed A.P.
    Bahrak B.
    IET Blockchain, 2023, 3 (03): : 136 - 148
  • [27] A fair protocol for data trading based on Bitcoin transactions
    Delgado-Segura, Sergi
    Perez-Sola, Cristina
    Navarro-Arribas, Guillermo
    Herrera-Joancomarti, Jordi
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 107 (107): : 832 - 840
  • [28] Bitcoin price forecasting: A perspective of underlying blockchain transactions
    Guo, Haizhou
    Zhang, Dian
    Liu, Siyuan
    Wang, Lei
    Ding, Ye
    DECISION SUPPORT SYSTEMS, 2021, 151
  • [29] Leveraging the Users Graph and Trustful Transactions for the Analysis of Bitcoin Price
    Crowcroft, Jon
    Maesa, Damiano Di Francesco
    Magrini, Alessandro
    Marino, Andrea
    Ricci, Laura
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 8 (02): : 1338 - 1352
  • [30] Illicit Activity Detection in Bitcoin Transactions using Timeseries Analysis
    Maheshwari, Rohan
    Praveen, V. A. Sriram
    Shobha, G.
    Shetty, Jyoti
    Chala, Arjuna
    Watanuki, Hugo
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (03) : 13 - 18