133 citations · 292 across the 10 of their papers we have counts for
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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…
cs.LG2021★ 9 cited
Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints
Andre T. Nguyen, Edward Raff, Charles Nicholas +1
The detection of malware is a critical task for the protection of computing environments. This task often requires extremely low false positive rates (FPR) of 0.01% or even lower,…