Towards More Robust Interpretation via Local Gradient Alignment

Sunghwan Joo, Seokhyeon Jeong, Juyeon Heo +2

Neural network interpretation methods, particularly feature attribution methods, are known to be fragile with respect to adversarial input perturbations. To address this, several m…