Empirical Quantification of Spurious Correlations in Malware Detection

Bianca Perasso, Ludovico Lozza, Andrea Ponte +3

End-to-end deep learning exhibits unmatched performance for detecting malware, but such an achievement is reached by exploiting spurious correlations -- features with high relevanc…