Blockchain malware detection tool based on signature technique
Downloading software or files from the internet can be risky as it is hard to know if they are safe and do not contain viruses. Traditional anti-virus software uses a centralized database to identify malware, but this method has drawbacks due to its centralized design, which creates a single poin...
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my.iium.irep.1089512024-05-17T02:40:54Z http://irep.iium.edu.my/108951/ Blockchain malware detection tool based on signature technique Abdul Rahman, Siti Husna Chastan, Nevin Gabriel Haw, Su-Cheng Zainuddin, Ahmad Anwar T175 Industrial research. Research and development Downloading software or files from the internet can be risky as it is hard to know if they are safe and do not contain viruses. Traditional anti-virus software uses a centralized database to identify malware, but this method has drawbacks due to its centralized design, which creates a single point of failure. Blockchain technology has become a solution to many problems faced in the tech industry, including the need for a decentralized and secure way for users to verify and confirm the presence of malware in a file. The decentralized database, permanence, immutability, anonymity, and auditability of blockchain technology make it an ideal solution for malware detection. In fact, malware data has been compiled in databases that antivirus manufacturers use to identify malware. However, blockchain technology provides a more secure and decentralized way to store this data, which can be shared between users and allow them to rapidly update whether a file is safe or not. This paper presents a blockchain-based malware detection tool designed to enhance security and prevent the spread of malware in digital networks. The tool based on Java programming language incorporates signaturebased methods to effectively identify and detect malicious codes in malware. The proposed tool contributes to the field of cybersecurity by leveraging blockchain technology to enhance malware detection process. Shimur Publications 2023-11-27 Article PeerReviewed application/pdf en http://irep.iium.edu.my/108951/7/108951_Blockchain%20Malware%20Detection%20Tool%20Based%20on%20Signature%20Technique.pdf application/pdf en http://irep.iium.edu.my/108951/13/108951_Blockchain%20Malware%20Detection%20Tool%20Based%20on%20Signature%20Technique_SCOPUS.pdf Abdul Rahman, Siti Husna and Chastan, Nevin Gabriel and Haw, Su-Cheng and Zainuddin, Ahmad Anwar (2023) Blockchain malware detection tool based on signature technique. Advances in Artificial Intelligence and Machine Learning, 3 (4). pp. 1654-1670. ISSN 2582-9793 https://www.oajaiml.com/archive/blockchain-malware-detection-tool-based-on-signature-technique 10.54364/AAIML.2023.1194 |
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T175 Industrial research. Research and development Abdul Rahman, Siti Husna Chastan, Nevin Gabriel Haw, Su-Cheng Zainuddin, Ahmad Anwar Blockchain malware detection tool based on signature technique |
description |
Downloading software or files from the internet can be risky as it is hard to know if they are
safe and do not contain viruses. Traditional anti-virus software uses a centralized database to
identify malware, but this method has drawbacks due to its centralized design, which creates a
single point of failure. Blockchain technology has become a solution to many problems faced
in the tech industry, including the need for a decentralized and secure way for users to verify
and confirm the presence of malware in a file. The decentralized database, permanence,
immutability, anonymity, and auditability of blockchain technology make it an ideal solution
for malware detection. In fact, malware data has been compiled in databases that antivirus
manufacturers use to identify malware. However, blockchain technology provides a more
secure and decentralized way to store this data, which can be shared between users and allow
them to rapidly update whether a file is safe or not. This paper presents a blockchain-based
malware detection tool designed to enhance security and prevent the spread of malware in
digital networks. The tool based on Java programming language incorporates signaturebased methods to effectively identify and detect malicious codes in malware. The proposed
tool contributes to the field of cybersecurity by leveraging blockchain technology to enhance
malware detection process. |
format |
Article |
author |
Abdul Rahman, Siti Husna Chastan, Nevin Gabriel Haw, Su-Cheng Zainuddin, Ahmad Anwar |
author_facet |
Abdul Rahman, Siti Husna Chastan, Nevin Gabriel Haw, Su-Cheng Zainuddin, Ahmad Anwar |
author_sort |
Abdul Rahman, Siti Husna |
title |
Blockchain malware detection tool based on signature technique |
title_short |
Blockchain malware detection tool based on signature technique |
title_full |
Blockchain malware detection tool based on signature technique |
title_fullStr |
Blockchain malware detection tool based on signature technique |
title_full_unstemmed |
Blockchain malware detection tool based on signature technique |
title_sort |
blockchain malware detection tool based on signature technique |
publisher |
Shimur Publications |
publishDate |
2023 |
url |
http://irep.iium.edu.my/108951/7/108951_Blockchain%20Malware%20Detection%20Tool%20Based%20on%20Signature%20Technique.pdf http://irep.iium.edu.my/108951/13/108951_Blockchain%20Malware%20Detection%20Tool%20Based%20on%20Signature%20Technique_SCOPUS.pdf http://irep.iium.edu.my/108951/ https://www.oajaiml.com/archive/blockchain-malware-detection-tool-based-on-signature-technique |
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