PackVFL: Efficient HE Packing for Vertical Federated Learning

1 May 2024

Papers citing "PackVFL: Efficient HE Packing for Vertical Federated Learning"

5 / 5 papers shown

Title
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption Jordan Fréry Roman Bredehoft Jakub Klemsa Arthur Meyre Andrei Stoian 31 0 0 12 May 2025
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 253 1,073 0 05 Oct 2022
Secure Forward Aggregation for Vertical Federated Neural Networks Shuowei Cai Di Chai Liu Yang Junxue Zhang Yilun Jin Leye Wang Kun Guo Kai Chen FedML 37 8 0 28 Jun 2022
F1: A Fast and Programmable Accelerator for Fully Homomorphic Encryption (Extended Version) Axel S. Feldmann Nikola Samardzic A. Krastev S. Devadas R. Dreslinski Karim M. El Defrawy Nicholas Genise Chris Peikert Daniel Sánchez 55 251 0 11 Sep 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 308 2,890 0 15 Sep 2016