Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD
Paper • 2601.10237 • Published • 3
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On the Evidentiary Limits of Membership Inference for Copyright Auditing
Paper • 2601.12937 • Published • 3 -
Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks
Paper • 2504.16557 • Published • 1 -
Generalizing DP-SGD with Shuffling and Batch Clipping
Paper • 2212.05796 • Published -
DP-TLDM: Differentially Private Tabular Latent Diffusion Model
Paper • 2403.07842 • Published -
Gradient Descent-Type Methods: Background and Simple Unified Convergence Analysis
Paper • 2212.09413 • Published -
Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent
Paper • 2307.11939 • Published