FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification

Yulin Zhu, Liang Tong, Gaolei Li +2

Graph Neural Networks (GNNs) are vulnerable to data poisoning attacks, which will generate a poisoned graph as the input to the GNN models. We present FocusedCleaner as a poisoned…