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PATE-TripleGAN: Privacy-Preserving Image Synthesis with Gaussian Differential Privacy
This algorithm allows the model to retain gradient information more effectively while ensuring privacy protection, thereby enhancing the model's utility.
Community Preserved Social Graph Publishing with Node Differential Privacy
Community structure, which is an important global pattern of nodes, is a crucial data utility as it serves as fundamental operations for many graph analysis tasks.
Cryptography and Security
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