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

Title
Prompt Inversion Attack against Collaborative Inference of Large Language ModelsIEEE Symposium on Security and Privacy (S&P), 2025 Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Yongbin Li Jiaheng Zhang 336 8 0 12 Mar 2025
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study Eric Aubinais Philippe Formont Pablo Piantanida Elisabeth Gassiat 295 1 0 10 Feb 2025
A survey on secure decentralized optimization and learning Changxin Liu Nicola Bastianello Wei Huo Yang Shi Karl H. Johansson 209 9 0 16 Aug 2024
A Quantization-based Technique for Privacy Preserving Distributed Learning Maurizio Colombo Rasool Asal Ernesto Damiani Lamees Mahmoud AlQassem Al Anoud Almemari Yousof Alhammadi 149 0 0 26 Jun 2024
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning Guangfeng Yan Tan Li Tian-Shing Lan Kui Wu Linqi Song 219 10 0 12 Dec 2023