SHLIME: Foiling adversarial attacks fooling SHAP and LIME

Sam Chauhan, Estelle Duguet, Karthik Ramakrishnan +3

Post hoc explanation methods, such as LIME and SHAP, provide interpretable insights into black-box classifiers and are increasingly used to assess model biases and generalizability…