Gaussian Membership Inference Privacy

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Gaussian Membership Inference Privacy

Neural Information Processing Systems (NeurIPS), 2023

12 June 2023

Martin Pawelczyk

Gjergji Kasneci

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Papers citing "Gaussian Membership Inference Privacy"

8 / 8 papers shown

Title
Train Once, Answer All: Many Pretraining Experiments for the Cost of One Sebastian Bordt Martin Pawelczyk CLL 148 1 0 27 Sep 2025
Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy B. Kulynych Juan Felipe Gomez G. Kaissis Jamie Hayes Borja Balle Flavio du Pin Calmon Jean Louis Raisaro 169 1 0 09 Jul 2025
Efficient Membership Inference Attacks by Bayesian Neural Network Zhenlong Liu Wenyu Jiang Feng Zhou Jianguo Huang MIALM 318 3 0 10 Mar 2025
Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models Martin Pawelczyk Lillian Sun Zhenting Qi Aounon Kumar Himabindu Lakkaraju 315 5 0 03 Jan 2025
Establishing Minimum Elements for Effective Vulnerability Management in AI Software Mohamad Fazelnia Sara Moshtari Mehdi Mirakhorli 188 2 0 18 Nov 2024
Attack-Aware Noise Calibration for Differential Privacy B. Kulynych Juan Felipe Gomez G. Kaissis Flavio du Pin Calmon Carmela Troncoso 298 15 0 02 Jul 2024
Machine Unlearning Fails to Remove Data Poisoning Attacks Martin Pawelczyk Jimmy Z. Di Yiwei Lu Gautam Kamath Ayush Sekhari Seth Neel AAML MU 454 25 0 25 Jun 2024
OSLO: One-Shot Label-Only Membership Inference Attacks Yuefeng Peng Jaechul Roh Subhransu Maji Amir Houmansadr 207 8 0 27 May 2024