East: Efficient and Accurate Secure Transformer Framework for Inference

East: Efficient and Accurate Secure Transformer Framework for Inference

19 August 2023

Papers citing "East: Efficient and Accurate Secure Transformer Framework for Inference"

12 / 12 papers shown

Title
Private Transformer Inference in MLaaS: A Survey Yang Li Xinyu Zhou Yishuo Wang Liangxin Qian Jun Zhao 21 0 0 15 May 2025
Fast Plaintext-Ciphertext Matrix Multiplication from Additively Homomorphic Encryption Krishna Sai Tarun Ramapragada Utsav Banerjee 32 0 0 20 Apr 2025
Fast Homomorphic Linear Algebra with BLAS Youngjin Bae Jung Hee Cheon G. Hanrot J. Park D. Stehlé 44 0 0 20 Mar 2025
A Practical and Privacy-Preserving Framework for Real-World Large Language Model Services Yu Mao Xueping Liao Wei Liu Anjia Yang 31 0 0 03 Nov 2024
Power-Softmax: Towards Secure LLM Inference over Encrypted Data Itamar Zimerman Allon Adir E. Aharoni Matan Avitan Moran Baruch Nir Drucker Jenny Lerner Ramy Masalha Reut Meiri Omri Soceanu 30 2 0 12 Oct 2024
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing Husheng Han Xinyao Zheng Yuanbo Wen Yifan Hao Erhu Feng ... Pengwei Jin Xinkai Song Zidong Du Qi Guo Xing Hu 38 0 0 12 Jul 2024
CipherFormer: Efficient Transformer Private Inference with Low Round Complexity Weize Wang Yi Kuang 23 0 0 25 Mar 2024
On Protecting the Data Privacy of Large Language Models (LLMs): A Survey Biwei Yan Kun Li Minghui Xu Yueyan Dong Yue Zhang Zhaochun Ren Xiuzhen Cheng AILaw PILM 70 76 0 08 Mar 2024
Grounding Foundation Models through Federated Transfer Learning: A General Framework Yan Kang Tao Fan Hanlin Gu Xiaojin Zhang Lixin Fan Qiang Yang AI4CE 68 19 0 29 Nov 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 48 42 0 16 Oct 2023
CrypTFlow2: Practical 2-Party Secure Inference Deevashwer Rathee Mayank Rathee Nishant Kumar Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 87 301 0 13 Oct 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018