Search Results for author: Robert J. Joyce

Found 3 papers, 1 papers with code

Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time

no code implementations28 Dec 2021 Robert J. Joyce, Edward Raff, Charles Nicholas

Although groups of strongly correlated antivirus engines are known to exist, at present there is limited understanding of how or why these correlations came to be.

MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels

1 code implementation29 Nov 2021 Robert J. Joyce, Dev Amlani, Charles Nicholas, Edward Raff

Malware family classification is a significant issue with public safety and research implications that has been hindered by the high cost of expert labels.

A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels

no code implementations23 Sep 2021 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.

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