Evaluating Performance Maintenance and Deterioration Over Time of Machine Learning-based Malware Detection Models on the EMBER PE Dataset. - Colin Galen; Robert Steele (SNAMS, 2020)

Performance Maintenance Over Time of Random Forest-based Malware Detection Models. - Colin Galen; Robert Steele (UEMCON, 2020)

The Effect of Training Set Timeframe on the Future Performance of Machine Learning-based Malware Detection Models. - Colin Galen; Robert Steele (HICSS, 2021)

Empirical Measurement of Performance Maintenance of Gradient Boosted Decision Tree Models for Malware Detection. - Colin Galen; Robert Steele (ICAIIC, 2021)