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Signal-based malware classification using 1D CNNs

Crossref DOI link: https://doi.org/10.1186/s42400-025-00454-6

Published Online: 2026-03-01

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Wilkie, Jack https://orcid.org/0009-0009-8046-7770
Hindy, Hanan https://orcid.org/0000-0002-5195-8193
Andonovic, Ivan https://orcid.org/0000-0001-9093-5245
Tachtatzis, Christos https://orcid.org/0000-0001-9150-6805
Atkinson, Robert https://orcid.org/0000-0002-6206-2229
License Information

Text and Data Mining valid from 2026-03-01

Version of Record valid from 2026-03-01
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Article History

Received: 24 March 2025

Accepted: 15 July 2025

First Online: 1 March 2026

Declarations

:

: The authors declare that they have no competing interests.