He Lu

GRACED: A Plug-and-Play Solution for Certifiable Graph Classification

With the widespread application of machine learning-based graph classification models in fields such as biology and economics, there has been a growing number of attacks aimed at perturbing classification results. Although current defense methods, such as randomized smoothing, have achieved some suc…