Embedding residuals in graph-based solutions: the E-ResSAGE and E-ResGAT algorithms. A case study in intrusion detection

It is demonstrated that embedding residuals in graph-based algorithms presents a strong advantage when learning under imbalanced domains, especially when predicting minority classes.