Search Results for author: John Musgrave

Found 2 papers, 0 papers with code

kNN Classification of Malware Data Dependency Graph Features

no code implementations4 Jun 2024 John Musgrave, Anca Ralescu

We show that non-parametric approaches to classification in the metric space are able to obtain classification accuracy of 87. 5\% when applied to multi-class classification in the Kaggle malware dataset.

A Novel Feature Representation for Malware Classification

no code implementations18 Oct 2022 John Musgrave, Temesguen Messay-Kebede, David Kapp, Anca Ralescu

In this study we have presented a novel feature representation for malicious programs that can be used for malware classification.

Classification Descriptive +1

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