2 citations · 4 across the 4 of their papers we have counts for
4 papers
kNN Classification of Malware Data Dependency Graph Features
John Musgrave, Anca Ralescu
Explainability in classification results are dependent upon the features used for classification. Data dependency graph features representing data movement are directly correlated…
Latent Semantic Structure in Malicious Programs
John Musgrave, Temesguen Messay-Kebede, David Kapp +1
Latent Semantic Analysis is a method of matrix decomposition used for discovering topics and topic weights in natural language documents. This study uses Latent Semantic Analysis t…
A Novel Feature Representation for Malware Classification
John Musgrave, Temesguen Messay-Kebede, David Kapp +1
In this study we have presented a novel feature representation for malicious programs that can be used for malware classification. We have shown how to construct the features in a…
Empirical Network Structure of Malicious Programs
John Musgrave, Alina Campan, Temesguen Messay-Kebede +2
A modern binary executable is a composition of various networks. Control flow graphs are commonly used to represent an executable program in labeled datasets used for classificatio…