zju-abclab / NEXUSLinks
Non-interactive protocol for secure transformer inference based on RNS-CKKS.
☆111Updated 9 months ago
Alternatives and similar repositories for NEXUS
Users that are interested in NEXUS are comparing it to the libraries listed below
Sorting:
- ☆35Updated last year
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆40Updated 4 months ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆85Updated 2 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆23Updated 6 months ago
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆40Updated last year
- ☆105Updated 3 years ago
- Private Inference on Transformer☆25Updated 2 years ago
- This repo provides C++ implementation of FHE-based unbalanced private set union (PSU).☆13Updated last year
- ☆16Updated 2 years ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆22Updated 6 years ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆40Updated 2 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆54Updated 3 months ago
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆119Updated 5 months ago
- Experimental Code for Private Decision Tree Evaluation☆13Updated last year
- A reading list for homomorphic encryption☆124Updated 10 months ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆27Updated last year
- implementation of seren☆13Updated 6 months ago
- GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.☆35Updated 3 months ago
- Source code for the paper "Transformer-based Language Models and Homomorphic Encryption: an intersection with BERT-tiny"☆25Updated 3 months ago
- A framework for secure, handy, accurate, and fast transformer inference☆17Updated last month
- HEonGPU is a high-performance library that optimizes Fully Homomorphic Encryption (FHE) on GPUs. Leveraging GPU parallelism, it reduces c…☆76Updated this week
- A repository for code used in the paper "On the precision loss in approximate homomorphic encryption"☆10Updated 5 months ago
- SSEPy: Implementation of searchable symmetric encryption in pure Python☆72Updated last year
- The fully homomorhic encryption scheme based on NTRU. Implementation of Fast Blind Rotation for Bootstrapping FHEs by using OpenFHE.☆20Updated last year
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- ☆19Updated 3 years ago
- ☆11Updated 8 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆21Updated 4 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago