most citedIdentifying Backdoored Graphs in Graph Neural Network Training: An Explanation-Based Approach with Novel Metrics

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cs.CR2026

Watermarking Graph Neural Networks via Explanations for Ownership Protection

Jane Downer, Yingdan Shi, Ziyan Liu +2

Graph Neural Networks (GNNs) are widely deployed in industry, making their intellectual property valuable. However, protecting GNNs from unauthorized use remains a challenge. Water…