The Confidence Trap: Calibration Attacks for Graph Neural Networks

Cuong Dang, Jiahao Zhang, Hieu Ta Quang +3

While confidence calibration is essential for trustworthy decision-making in safety-critical applications, the robustness of calibrated GNNs to adversarial structural perturbations…