Feature Inference Attack on Shapley Values

Xinjian Luo, Yangfan Jiang, Xiaokui Xiao

As a solution concept in cooperative game theory, Shapley value is highly recognized in model interpretability studies and widely adopted by the leading Machine Learning as a Servi…