Author

Guizhang Cui

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Open access Jul 2026

Privacy-Preserving GAN for Synthetic Data against Membership Inference Attack

Experimental results demonstrate that PPGM-GAN outperforms state-of-the-art privacy-preserving generative models, producing high-utility synthetic data under the same privacy constraints.

Guizhang Cui, Guowei Wu, Lin Yao et al. · ACM Transactions on Privacy... · 0 citations