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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Main Authors: Abdul Rahman, Siti Husna, Chastan, Nevin Gabriel, Haw, Su-Cheng, Zainuddin, Ahmad Anwar
Format: Article
Language:English
English
Published: Shimur Publications 2023
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Online Access:http://irep.iium.edu.my/108951/7/108951_Blockchain%20Malware%20Detection%20Tool%20Based%20on%20Signature%20Technique.pdf
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English
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spelling 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
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic T175 Industrial research. Research and development
spellingShingle 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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