Diffence: Fencing Membership Privacy With Diffusion Models

Y Peng, A Naseh, A Houmansadr - arXiv preprint arXiv:2312.04692, 2023 - arxiv.org
Deep learning models, while achieving remarkable performance across various tasks, are
vulnerable to member inference attacks, wherein adversaries identify if a specific data point …
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Diffence: Fencing Membership Privacy With Diffusion Models

Y Peng, A Naseh, A Houmansadr - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Deep learning models, while achieving remarkable performance across various tasks, are
vulnerable to member inference attacks, wherein adversaries identify if a specific data point …