Mandeep Rathee

Private Graph Extraction via Feature Explanations

2023 · Proceedings on Privacy Enhancing Technologies

Privacy and interpretability are two important ingredients for achieving trustworthy machine learning. We study the interplay of these two aspects in graph machine learning through graph reconstruction attacks. The goal of the adversary here is …