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SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning.

A. Salem, G. Cherubin, D. Evans, B. Köpf, A. Paverd, A. Suri, S. Tople, and S. Béguelin. SP, page 327-345. IEEE, (2023)

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Shruti Sharma

Shruti Agarwal

Karl Töpler

Michael Töpler

Bernhard Töpler

Other publications of authors with the same name

Causally Constrained Data Synthesis for Private Data Release.V. Chandrasekaran, D. Edge, S. Jha, A. Sharma, C. Zhang, and S. Tople. CoRR, (2021)Why Train More? Effective and Efficient Membership Inference via Memorization.J. Choi, S. Tople, V. Chandrasekaran, and S. Jha. CoRR, (2023)SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning.A. Salem, G. Cherubin, D. Evans, B. Köpf, A. Paverd, A. Suri, S. Tople, and S. Béguelin. SP, page 327-345. IEEE, (2023)Analyzing Leakage of Personally Identifiable Information in Language Models.N. Lukas, A. Salem, R. Sim, S. Tople, L. Wutschitz, and S. Béguelin. SP, page 346-363. IEEE, (2023)Invariant Aggregator for Defending against Federated Backdoor Attacks.X. Wang, D. Dimitriadis, S. Koyejo, and S. Tople. AISTATS, volume 238 of Proceedings of Machine Learning Research, page 2728-2736. PMLR, (2024)Distribution Inference Risks: Identifying and Mitigating Sources of Leakage.V. Hartmann, L. Meynent, M. Peyrard, D. Dimitriadis, S. Tople, and R. West. SaTML, page 136-149. IEEE, (2023)Robust P2P Primitives Using SGX Enclaves.Y. Jia, S. Tople, T. Moataz, D. Gong, P. Saxena, and Z. Liang. ICDCS, page 1185-1186. IEEE, (2020)Alleviating Privacy Attacks via Causal Learning.S. Tople, A. Sharma, and A. Nori. ICML, volume 119 of Proceedings of Machine Learning Research, page 9537-9547. PMLR, (2020)Bayesian Estimation of Differential Privacy.S. Béguelin, L. Wutschitz, S. Tople, A. Salem, V. Rühle, A. Paverd, M. Naseri, B. Köpf, and D. Jones. ICML, volume 202 of Proceedings of Machine Learning Research, page 40624-40636. PMLR, (2023)Domain Generalization using Causal Matching.D. Mahajan, S. Tople, and A. Sharma. ICML, volume 139 of Proceedings of Machine Learning Research, page 7313-7324. PMLR, (2021)

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Disambiguation of "Tople, Shruti"

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SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning.

Please choose a person to relate this publication to

Shruti Sharma

Shruti Agarwal

Karl Töpler

Michael Töpler

Bernhard Töpler

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Tople, Shruti"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning.

Please choose a person to relate this publication to

Shruti Sharma

Shruti Agarwal

Karl Töpler

Michael Töpler

Bernhard Töpler

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning.