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Methods for automatic malware analysis and classification: : a survey

Published: 01 January 2022 Publication History

Abstract

In this survey, we try to summarise modern malware classification methods and analysis tools, and give an insight into the current research efforts that are used to build state-of-the-art malware classification systems that are used to detect the most dangerous malware families built for the operating system, Microsoft Windows. Before diving into automatic classification methods and features (malware indicators) used, we describe the accompanying analysis approaches that are the fundamental building block of every automatic classifier. This paper has the intention to summarise and categorise various efforts of researches that emerged in the last years and recognise upcoming challenges in the vibrant malware landscape.

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Information & Contributors

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Published In

cover image International Journal of Information and Computer Security
International Journal of Information and Computer Security  Volume 17, Issue 1-2
2022
218 pages
ISSN:1744-1765
EISSN:1744-1773
DOI:10.1504/ijics.2022.17.issue-1-2
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Inderscience Publishers

Geneva 15, Switzerland

Publication History

Published: 01 January 2022

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  1. malware classification
  2. static analysis
  3. dynamic analysis
  4. survey

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