User-Level Membership Inference Attack against Metric Embedding Learning

4 March 2022

Papers citing "User-Level Membership Inference Attack against Metric Embedding Learning"

18 / 18 papers shown

Title
SoK: Dataset Copyright Auditing in Machine Learning Systems L. Du Xuanru Zhou M. Chen Chusong Zhang Zhou Su Peng Cheng Jiming Chen Zhikun Zhang MLAU 21 3 0 22 Oct 2024
Analyzing Inference Privacy Risks Through Gradients in Machine Learning Zhuohang Li Andrew Lowy Jing Liu T. Koike-Akino K. Parsons Bradley Malin Ye Wang FedML 38 1 0 29 Aug 2024
Fine-Tuning Large Language Models with User-Level Differential Privacy Zachary Charles Arun Ganesh Ryan McKenna H. B. McMahan Nicole Mitchell Krishna Pillutla Keith Rush 36 11 0 10 Jul 2024
Fingerprint Membership and Identity Inference Against Generative Adversarial Networks Saverio Cavasin Daniele Mari Simone Milani Mauro Conti AAML 26 3 0 21 Jun 2024
Inference Attacks: A Taxonomy, Survey, and Promising Directions Feng Wu Lei Cui Shaowen Yao Shui Yu 52 2 0 04 Jun 2024
Is my Data in your AI Model? Membership Inference Test with Application to Face Images Daniel DeAlcala Aythami Morales Gonzalo Mancera Julian Fierrez Ruben Tolosana J. Ortega-Garcia CVBM 26 7 0 14 Feb 2024
Inference Attacks Against Face Recognition Model without Classification Layers Yuanqing Huang Huilong Chen Yinggui Wang Lei Wang 37 1 0 24 Jan 2024
Privacy Threats in Stable Diffusion Models Thomas Cilloni Charles Fleming Charles Walter 27 3 0 15 Nov 2023
User Inference Attacks on Large Language Models Nikhil Kandpal Krishna Pillutla Alina Oprea Peter Kairouz Christopher A. Choquette-Choo Zheng Xu SILM AAML 41 15 0 13 Oct 2023
Defending Our Privacy With Backdoors Dominik Hintersdorf Lukas Struppek Daniel Neider Kristian Kersting SILM AAML 23 2 0 12 Oct 2023
SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition Systems Guangke Chen Yedi Zhang Fu Song 36 3 0 14 Sep 2023
Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models Dominik Hintersdorf Lukas Struppek Kristian Kersting SILM 25 4 0 18 Aug 2023
SoK: Comparing Different Membership Inference Attacks with a Comprehensive Benchmark Jun Niu Xiaoyan Zhu Moxuan Zeng Ge Zhang Qingyang Zhao ... Peng Liu Yulong Shen Xiaohong Jiang Jianfeng Ma Yuqing Zhang 47 3 0 12 Jul 2023
FACE-AUDITOR: Data Auditing in Facial Recognition Systems Min Chen Zhikun Zhang Tianhao Wang Michael Backes Yang Zhang CVBM 30 14 0 05 Apr 2023
On the Discredibility of Membership Inference Attacks Shahbaz Rezaei Xin Liu 31 2 0 06 Dec 2022
Similarity Distribution based Membership Inference Attack on Person Re-identification Junyao Gao Xinyang Jiang Huishuai Zhang Yifan Yang Shuguang Dou Dongsheng Li Duoqian Miao Cheng Deng Cairong Zhao 23 7 0 29 Nov 2022
Does CLIP Know My Face? Dominik Hintersdorf Lukas Struppek Manuel Brack Felix Friedrich P. Schramowski Kristian Kersting VLM 21 9 0 15 Sep 2022
Data Isotopes for Data Provenance in DNNs Emily Wenger Xiuyu Li Ben Y. Zhao Vitaly Shmatikov 20 12 0 29 Aug 2022