Jyotirmaya Shivottam
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ML×1Crypto×1
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2026
Graph Reconstruction from Differentially Private GNN Explanations
This paper introduces an attack, PRIVX, demonstrating that even differentially private (DP) Graph Neural Network (GNN) explanations leak enough structural information to allow an adversary to accurately reconstruct the original graph structure.
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