Large Language Models for Link Stealing Attacks Against Graph Neural Networks

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

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2. 2Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?2024
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5. 5Do LLMs Offer a Robust Defense Mechanism Against Membership Inference Attacks on Graph Neural Networks?2025