Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning

26 April 2023

Linqi Song

Papers citing "Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning"

3 / 3 papers shown

Title
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Y. Li Jiaheng Zhang 68 0 0 12 Mar 2025
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study Eric Aubinais Philippe Formont Pablo Piantanida Elisabeth Gassiat 38 0 0 10 Feb 2025
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning Guangfeng Yan Tan Li Tian-Shing Lan Kui Wu Linqi Song 19 6 0 12 Dec 2023