Visualization and deep-learning-based malware variant detection using OpCode-level features

Darem, A; Abawajy, Jemal; Makkar, A; Alhashmi, A; Alanazi, S

Visualization and deep-learning-based malware variant detection using OpCode-level features

journal contribution

posted on 2021-12-01, 00:00 authored by A Darem, Jemal AbawajyJemal Abawajy, A Makkar, A Alhashmi, S Alanazi

Visualization and deep-learning-based malware variant detection using OpCode-level features

History

Journal

Future Generation Computer Systems

Volume

125

Pagination

314-323

Location

Amsterdam, The Netherlands

Publisher DOI

https://doi.org/10.1016/j.future.2021.06.032

ISSN

0167-739X

eISSN

1872-7115

Language

English

Publication classification

C1 Refereed article in a scholarly journal

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Keywords

Science & Technology Technology Computer Science, Theory & Methods Computer Science Malware detection Image visualization Deep learning OpCode features Feature engineering Obfuscated malware BEHAVIOR 4604 Cybersecurity and privacy 4611 Machine learning

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Visualization and deep-learning-based malware variant detection using OpCode-level features

History

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Volume

Pagination

Location

Publisher DOI

ISSN

eISSN

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Publisher

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Keywords

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