Correlated Noise Mechanisms for Differentially Private Learning

Source: https://wsai.iitm.ac.in/preprints/correlated-noise-mechanisms-for-differentially-private-learning-1/ Parent: https://wsai.iitm.ac.in/preprints/

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Correlated Noise Mechanisms for Differentially Private Learning

https://doi.org/10.48550/arXiv.2506.08201

Authors

Pillutla, Krishna , Upadhyay, Jalaj , Choquette-Choo, Christopher A. , Dvijotham, Krishnamurthy , Ganesh, Arun , Henzinger, Monika , Katz, Jonathan , McKenna, Ryan , McMahan, H. Brendan , Rush, Keith , Steinke, Thomas , Thakurta, Abhradeep

Preprint Server

arXiv

Correlated Noise Mechanisms for Differentially Private Learning. Krishna Pillutla, Jalaj Upadhyay, Christopher Choquette-Choo, Krishnamurthy Dvijotham, Arun Ganesh, Monika Henzinger, Jonathan Katz, Ryan McKenna, H. Brendan McMahan, Keith Rush, Thomas Steinke, Abhradeep Thakurta. Monograph Preprint (2025).

Preprint link: https://arxiv.org/abs/2506.08201