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Lecture Notes in Computer Science
There is generally a lack of consensus in Antivirus (AV) engines' decisions on a given sample. This challenges the building of authoritative ground-truth datasets. Instead, researchers and practitioners may rely on unvalidated approaches to build their ground truth, e.g., by considering decisions from a selected set of Antivirus vendors or by setting up a threshold number of positive detections before classifying a sample. Both approaches are biased as they implicitly either decide on rankingdoi:10.1007/978-3-319-40667-1_8 fatcat:a65osdn3pvc55ku7afdq6vy2ty