[ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption
☆47Mar 29, 2024Updated last year
Alternatives and similar repositories for HETAL
Users that are interested in HETAL are comparing it to the libraries listed below
Sorting:
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆32Nov 24, 2025Updated 3 months ago
- Source code for the paper "Transformer-based Language Models and Homomorphic Encryption: an intersection with BERT-tiny"☆32Oct 25, 2025Updated 4 months ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆101Jul 27, 2022Updated 3 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆77Mar 4, 2025Updated last year
- code repo for paper accepted in ICML 2023☆14Oct 19, 2023Updated 2 years ago
- ☆10Jun 24, 2021Updated 4 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated last year
- ☆22Apr 25, 2024Updated last year
- ☆22Oct 1, 2018Updated 7 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆25Aug 29, 2025Updated 6 months ago
- ☆32Jan 20, 2021Updated 5 years ago
- Official Implementation of the CVPR'23 paper 'Regularization of polynomial networks for image recognition'.☆10Jun 8, 2023Updated 2 years ago
- ☆41Aug 12, 2024Updated last year
- A reading list for homomorphic encryption☆135Nov 30, 2025Updated 3 months ago
- Compiler for the SEAL homomorphic encryption library☆257Jul 3, 2024Updated last year
- Automatic Bootstrapping Management Compiler for FHE☆25Mar 26, 2025Updated 11 months ago
- ☆38Oct 24, 2023Updated 2 years ago
- IBM HElayers homomorphic encryption SDK for C++ and Python☆45Feb 22, 2026Updated 3 weeks ago
- Experimental Code for Private Decision Tree Evaluation☆16Sep 12, 2023Updated 2 years ago
- Optimized implementations of the Number Theoretic Transform (NTT) algorithm for the ring R/(X^N + 1) where N=2^m.☆26Nov 23, 2021Updated 4 years ago
- Python implementation of the Fully Homomorphic Encryption Scheme TFHE☆17Jun 19, 2023Updated 2 years ago
- Decision trees training and prediction over encrypted data using Fully Homomorphic Encryption☆29Mar 23, 2023Updated 2 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆34Jun 3, 2024Updated last year
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆34Jan 1, 2021Updated 5 years ago
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆24Oct 9, 2019Updated 6 years ago
- Optimizing compiler for Fully Homomorphic Encryption (FHE)☆79Jul 24, 2024Updated last year
- Homomorphic matrix computation☆43Aug 7, 2019Updated 6 years ago
- ☆34Jul 12, 2022Updated 3 years ago
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆153Jan 1, 2025Updated last year
- A compiled list of resources and materials for PPML☆11May 10, 2025Updated 10 months ago
- ☆10Dec 28, 2022Updated 3 years ago
- ☆16Nov 8, 2024Updated last year
- ☆13Jun 11, 2021Updated 4 years ago
- Microsoft SEAL 4.X For Python☆347Mar 3, 2026Updated 2 weeks ago
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆41Jun 4, 2024Updated last year
- ☆12Apr 3, 2024Updated last year
- Code for the paper "What Makes Better Augmentation Strategies? Augment Difficult but Not too Different" (ICLR 22)☆12Aug 28, 2023Updated 2 years ago
- Official Code Implementation for the CCS 2022 Paper "On the Privacy Risks of Cell-Based NAS Architectures"☆11Nov 21, 2022Updated 3 years ago
- Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"☆24Nov 12, 2023Updated 2 years ago