HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic
Encryption

HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption

21 March 2024

Papers citing "HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption"

15 / 15 papers shown

Title
Silenzio: Secure Non-Interactive Outsourced MLP Training Jonas Sander T. Eisenbarth 28 0 0 24 Apr 2025
Privacy-preserving Machine Learning in Internet of Vehicle Applications: Fundamentals, Recent Advances, and Future Direction Nazmul Islam Mohammad Zulkernine 40 0 0 03 Mar 2025
Encryption-Friendly LLM Architecture Donghwan Rho Taeseong Kim Minje Park Jung Woo Kim Hyunsik Chae Jung Hee Cheon Ernest K. Ryu 52 1 0 24 Feb 2025
Fast and Accurate Homomorphic Softmax Evaluation Wonhee Cho G. Hanrot Taeseong Kim Minje Park D. Stehlé 24 2 0 15 Oct 2024
CryptoTrain: Fast Secure Training on Encrypted Dataset Jiaqi Xue Yancheng Zhang YanShan Wang Xueqiang Wang Hao Zheng Qian Lou 16 3 0 25 Sep 2024
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption Zhizheng Lai Yufei Zhou Peijia Zheng Lin Chen 20 0 0 12 Sep 2024
Cheddar: A Swift Fully Homomorphic Encryption Library for CUDA GPUs Jongmin Kim Wonseok Choi Jung Ho Ahn FedML 22 6 0 17 Jul 2024
Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data Leonardo Neumann Antonio Guimarães Diego F. Aranha Edson Borin AAML 16 0 0 29 Mar 2024
I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption Prajwal Panzade Daniel Takabi Zhipeng Cai 7 2 0 14 Feb 2024
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets Kumar Abhishek Aditi Jain Ghassan Hamarneh 33 2 0 25 Jan 2024
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption Itamar Zimerman Moran Baruch Nir Drucker Gilad Ezov Omri Soceanu Lior Wolf 8 14 0 15 Nov 2023
Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption Junghyun Lee Eunsang Lee Young-Sik Kim Yongwoo Lee Joon-Woo Lee Yongjune Kim Jong-Seon No 21 1 0 16 Oct 2023
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Garam Lee Minsoo Kim J. Park Seung-won Hwang Jung Hee Cheon 38 16 0 05 Oct 2022
CryptoTL: Private, Efficient and Secure Transfer Learning Roman Walch Samuel Sousa Lukas Helminger Stefanie N. Lindstaedt Christian Rechberger A. Trugler 30 8 0 24 May 2022
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 161 645 0 27 Oct 2021