Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
☆49Jan 10, 2023Updated 3 years ago
Alternatives and similar repositories for optimal_conv
Users that are interested in optimal_conv are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆105Jul 27, 2022Updated 4 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆80Mar 4, 2025Updated last year
- ☆34Jul 12, 2022Updated 4 years ago
- code repo for paper accepted in ICML 2023☆13Oct 19, 2023Updated 3 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆37Nov 24, 2025Updated 11 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆17Feb 3, 2022Updated 4 years ago
- A reading list for homomorphic encryption☆138Apr 2, 2026Updated 7 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Feb 3, 2021Updated 5 years ago
- Non-interactive protocol for secure transformer inference based on RNS-CKKS.☆144Sep 20, 2024Updated 2 years ago
- ☆10Jun 24, 2021Updated 5 years ago
- ☆111Dec 14, 2021Updated 4 years ago
- ☆10Nov 1, 2024Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- FHE (CKKS, TFHE) end-to-end applications: HELR (logistic regression), ResNet-20, LSTM (RNN), bitonic sorting, DeepCNN-x☆18Aug 14, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Faster Homomorphic Discrete Fourier Transforms and Improved FHE Bootstrapping☆13Apr 4, 2019Updated 7 years ago
- ☆12May 24, 2022Updated 4 years ago
- ☆37Sep 18, 2025Updated last year
- Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"☆25Nov 12, 2023Updated 2 years ago
- ☆24Apr 25, 2024Updated 2 years ago
- Experimental Code for Private Decision Tree Evaluation☆16Mar 26, 2026Updated 7 months ago
- A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.☆147Nov 4, 2025Updated 11 months ago
- HEonGPU is a high-performance library that optimizes Fully Homomorphic Encryption (FHE) on GPUs. Leveraging GPU parallelism, it reduces c…☆143Updated this week
- Multi-GPU acceleration for Fully Homomorphic Encryption☆25Jun 3, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Homulator is a cycle-accurate simulator tailored for Fully Homomorphic Encryption (FHE) accelerators. It offers detailed architectural ru…☆10Jul 30, 2024Updated 2 years ago
- ☆43Aug 12, 2024Updated 2 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 5 years ago
- ☆50Nov 27, 2024Updated last year
- ☆216Feb 25, 2025Updated last year
- A library for lattice-based homomorphic encryption in Go☆14May 15, 2022Updated 4 years ago
- ☆16Mar 3, 2025Updated last year
- ☆11Nov 7, 2024Updated last year
- Decision trees training and prediction over encrypted data using Fully Homomorphic Encryption☆29Mar 23, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is the development repository for the OpenFHE library. The current version is 1.6.1 (released on October 9, 2026).☆1,220Updated this week
- Automatic Bootstrapping Management Compiler for FHE☆30Mar 26, 2025Updated last year
- ☆15Feb 11, 2022Updated 4 years ago
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆162Jan 1, 2025Updated last year
- Optimizing compiler for Fully Homomorphic Encryption (FHE)☆80Jul 24, 2024Updated 2 years ago
- Intel HEXL library backend for OpenFHE, which uses AVX-512 instructions to accelerate the execution of OpenFHE cryptographic capabilities…☆20Oct 23, 2026Updated last week
- ☆32Jan 20, 2021Updated 5 years ago