Counteracting Concept Drift by Learning with Future Malware Predictions

Branislav Bosansky, Lada Hospodkova, Michal Najman +3

The accuracy of deployed malware-detection classifiers degrades over time due to changes in data distributions and increasing discrepancies between training and testing data. This…