24 citations · 46 across the 8 of their papers we have counts for
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cs.LG2021
MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels
Robert J. Joyce, Dev Amlani, Charles Nicholas +1
Malware family classification is a significant issue with public safety and research implications that has been hindered by the high cost of expert labels. The vast majority of cor…
cs.LG2021★ 18 cited
A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels
Robert J. Joyce, Edward Raff, Charles Nicholas
In some problem spaces, the high cost of obtaining ground truth labels necessitates use of lower quality reference datasets. It is difficult to benchmark model performance using th…