no code implementations • 9 Jun 2023 • Robert J. Joyce, Tirth Patel, Charles Nicholas, Edward Raff
Our work explores the potential of antivirus (AV) scan data as a scalable source of features for malware.
no code implementations • 28 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.
1 code implementation • 29 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.
no code implementations • 23 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.