Membership Inference Attacks on Diffusion Models via Quantile Regression

8 December 2023

Papers citing "Membership Inference Attacks on Diffusion Models via Quantile Regression"

9 / 9 papers shown

Title
Efficient Membership Inference Attacks by Bayesian Neural Network Zhenlong Liu Wenyu Jiang Feng Zhou Hongxin Wei MIALM 66 1 0 10 Mar 2025
Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models Chumeng Liang Jiaxuan You 31 0 0 04 Oct 2024
Order of Magnitude Speedups for LLM Membership Inference Rongting Zhang Martín Bertrán Aaron Roth 34 1 0 22 Sep 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 38 16 0 06 Aug 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 68 6 0 07 Jul 2024
Towards Black-Box Membership Inference Attack for Diffusion Models Jingwei Li Jingyi Dong Tianxing He Jingzhao Zhang 25 3 0 25 May 2024
GLiRA: Black-Box Membership Inference Attack via Knowledge Distillation Andrey V. Galichin Mikhail Aleksandrovich Pautov Alexey Zhavoronkin Oleg Y. Rogov Ivan V. Oseledets AAML 21 1 0 13 May 2024
Differentially Private Latent Diffusion Models Saiyue Lyu Michael F. Liu Margarita Vinaroz Mijung Park 16 24 0 25 May 2023
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 267 1,808 0 14 Dec 2020