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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
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On the Evidentiary Limits of Membership Inference for Copyright Auditing
Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD
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Centrum Wiskunde & Informatica (CWI)
Centrum Wiskunde & Informatica (CWI) is the national research institute for mathematics and computer science in the Netherlands. Founded in 1946, CWI is part of the Institutes Organisation of NWO (NWO-I). While located at Amsterdam Science Park, CWI maintains strong international links and enjoys a global reputation for its innovative research at the intersection of mathematics and computer science.
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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
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