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Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD
Paper • 2601.10237 • Published • 3 -
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
AI & ML interests
None defined yet.
Papers
On the Evidentiary Limits of Membership Inference for Copyright Auditing
Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD
-
Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD
Paper • 2601.10237 • Published • 3 -
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