This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces

13 July 2021

Papers citing "This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces"

23 / 23 papers shown

Title
GenEAva: Generating Cartoon Avatars with Fine-Grained Facial Expressions from Realistic Diffusion-based Faces Hao Yu Rupayan Mallick Margrit Betke Sarah Adel Bargal DiffM 55 0 0 10 Apr 2025
Generative AI in Collaborative Academic Report Writing: Advantages, Disadvantages, and Ethical Considerations Mahshid Sadeghpour Arathi Arakala Asha Rao 33 0 0 10 Apr 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min-Bin Lin Ye Wang DiffM TDI 166 43 0 21 Feb 2025
The Vendiscope: An Algorithmic Microscope For Data Collections Amey P. Pasarkar Adji Bousso Dieng 46 2 0 15 Feb 2025
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion Models Xiao Liu Xiaoliu Guan Yu Wu Jiaxu Miao 42 7 0 22 Jul 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 49 6 0 22 Apr 2024
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models Aimon Rahman Malsha V. Perera Vishal M. Patel VGen 51 7 0 28 Mar 2024
EraseDiff: Erasing Data Influence in Diffusion Models Jing Wu Trung Le Munawar Hayat Mehrtash Harandi DiffM 69 14 0 11 Jan 2024
Deepfakes, Phrenology, Surveillance, and More! A Taxonomy of AI Privacy Risks Hao-Ping Lee Yu-Ju Yang Thomas Serban Von Davier J. Forlizzi Sauvik Das 26 54 0 11 Oct 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
Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks Eugenio Lomurno Alberto Archetti Francesca Ausonio Matteo Matteucci AAML 19 4 0 05 Jun 2023
Understanding and Mitigating Copying in Diffusion Models Gowthami Somepalli Vasu Singla Micah Goldblum Jonas Geiping Tom Goldstein DiffM 20 125 0 31 May 2023
A Pathway Towards Responsible AI Generated Content Chen Chen Jie Fu Lingjuan Lyu 49 71 0 02 Mar 2023
Membership Inference Attacks against Synthetic Data through Overfitting Detection B. V. Breugel Hao Sun Zhaozhi Qian M. Schaar 33 45 0 24 Feb 2023
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models Gowthami Somepalli Vasu Singla Micah Goldblum Jonas Geiping Tom Goldstein 26 305 0 07 Dec 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
M^4I: Multi-modal Models Membership Inference Pingyi Hu Zihan Wang Ruoxi Sun Hu Wang Minhui Xue 39 26 0 15 Sep 2022
Privacy for Free: How does Dataset Condensation Help Privacy? Tian Dong Bo Zhao Lingjuan Lyu DD 24 113 0 01 Jun 2022
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 31 3 0 24 Nov 2021
Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence Tianshi Cao Alex Bie Arash Vahdat Sanja Fidler Karsten Kreis SyDa DiffM 19 71 0 01 Nov 2021
Self-supervised denoising for massive noisy images Feng Wang Trond R. Henninen D. Keller R. Erni 13 0 0 18 Oct 2021
Membership Inference Attacks on Machine Learning: A Survey Hongsheng Hu Z. Salcic Lichao Sun Gillian Dobbie Philip S. Yu Xuyun Zhang MIACV 35 412 0 14 Mar 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,368 0 12 Dec 2018