On the Reliability and Stability of Selective Methods in Malware Classification Tasks

Alexander Herzog, Aliai Eusebi, Lorenzo Cavallaro

The performance figures of modern drift-adaptive malware classifiers appear promising, but does this translate to genuine operational reliability? The standard evaluation paradigm…