A Systematic Review of Federated Generative Models

26 May 2024

Papers citing "A Systematic Review of Federated Generative Models"

11 / 11 papers shown

Title
Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment Pedram Zaree Md Abdullah Al Mamun Quazi Mishkatul Alam Yue Dong Ihsen Alouani Nael B. Abu-Ghazaleh AAML 38 0 0 24 Feb 2025
Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks Ye Lin Tun Chu Myaet Thwal J. Yoon Sun Moo Kang Chaoning Zhang Choong Seon Hong FedML MedIm 22 8 0 28 Nov 2023
Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks Erfan Shayegani Md Abdullah Al Mamun Yu Fu Pedram Zaree Yue Dong Nael B. Abu-Ghazaleh AAML 141 139 0 16 Oct 2023
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Cerberus: Exploring Federated Prediction of Security Events Mohammad Naseri Yufei Han Enrico Mariconti Yun Shen Gianluca Stringhini Emiliano De Cristofaro FedML 27 13 0 07 Sep 2022
Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis Ruinan Jin Xiaoxiao Li AAML FedML MedIm 31 11 0 02 Jul 2022
FedMed-GAN: Federated Domain Translation on Unsupervised Cross-Modality Brain Image Synthesis Jinbao Wang Guoyang Xie Yawen Huang Yuexiang Li Yefeng Zheng Feng Zheng Yaochu Jin FedML MedIm 34 46 0 22 Jan 2022
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning Eugenio Lomurno Alberto Archetti Lorenzo Cazzella Stefano Samele Leonardo Di Perna Matteo Matteucci FedML 21 18 0 24 Sep 2021
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia Longling Zhang Bochen Shen A. Barnawi Shan Xi Neeraj Kumar Yi Wu FedML MedIm 57 80 0 26 Apr 2021
Efficient Client Contribution Evaluation for Horizontal Federated Learning Jie Zhao Xinghua Zhu Jianzong Wang Jing Xiao FedML 16 28 0 26 Feb 2021
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 174 1,014 0 29 Nov 2018