Login / Signup
Colin Galen
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 4
Top Topics
Machine Learning
Training Set
Malware Detection
Random Forests
Top Venues
ICAIIC
HICSS
SNAMS
UEMCON
</>
Publications
</>
Colin Galen
,
Robert Steele
Empirical Measurement of Performance Maintenance of Gradient Boosted Decision Tree Models for Malware Detection.
ICAIIC
(2021)
Colin Galen
,
Robert Steele
The Effect of Training Set Timeframe on the Future Performance of Machine Learning-based Malware Detection Models.
HICSS
(2021)
Colin Galen
,
Robert Steele
Evaluating Performance Maintenance and Deterioration Over Time of Machine Learning-based Malware Detection Models on the EMBER PE Dataset.
SNAMS
(2020)
Colin Galen
,
Robert Steele
Performance Maintenance Over Time of Random Forest-based Malware Detection Models.
UEMCON
(2020)