Detail publikace

CoinWatch: A Clone-Based Approach for Detecting Vulnerabilities in Cryptocurrencies

HUM, Q. TAN, W. TEY, S. LENUS, L. HOMOLIAK, I. LIN, Y. SUN, J.

Originální název

CoinWatch: A Clone-Based Approach for Detecting Vulnerabilities in Cryptocurrencies

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Cryptocurrencies have become very popular in recent years. Thousands of new cryptocurrencies have emerged, proposing new and novel techniques that improve on Bitcoin's core innovation of the blockchain data structure and consensus mechanism. However, cryptocurrencies are a major target for cyber-attacks, as they can be sold on exchanges anonymously and most cryptocurrencies have their codebases publicly available. One particular issue is the prevalence of code clones in cryptocurrencies, which may amplify security threats. If a vulnerability is found in one cryptocurrency, it might be propagated into other cloned cryptocurrencies. In this work, we propose a systematic remedy to this problem, and we propose CoinWatch (CW). Given a reported vulnerability at the input, CW uses the code evolution analysis and a clone detection technique for indication of cryptocurrencies that might be vulnerable. We applied CW on 1094 cryptocurrencies using 4 CVEs and obtained 786 true vulnerabilities present in 384 projects, which were confirmed with developers and successfully reported as CVE extensions.

Klíčová slova

clone detection, cryptocurrencies, security, vulnerability propagation

Autoři

HUM, Q.; TAN, W.; TEY, S.; LENUS, L.; HOMOLIAK, I.; LIN, Y.; SUN, J.

Vydáno

21. 11. 2020

Nakladatel

Institute of Electrical and Electronics Engineers

Místo

Rhodos

ISBN

978-0-7381-0495-9

Kniha

3rd IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN (BLOCKCHAIN 2020)

Strany od

17

Strany do

25

Strany počet

9

URL

http://dx.doi.org/10.1109/Blockchain50366.2020.00011

BibTex

@inproceedings{BUT168144,
  author="HUM, Q. and TAN, W. and TEY, S. and LENUS, L. and HOMOLIAK, I. and LIN, Y. and SUN, J.",
  title="CoinWatch: A Clone-Based Approach for Detecting Vulnerabilities in Cryptocurrencies",
  booktitle="3rd IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN (BLOCKCHAIN 2020)",
  year="2020",
  pages="17--25",
  publisher="Institute of Electrical and Electronics Engineers",
  address="Rhodos",
  doi="10.1109/Blockchain50366.2020.00011",
  isbn="978-0-7381-0495-9",
  url="http://dx.doi.org/10.1109/Blockchain50366.2020.00011"
}