snu-ccl / approxCNNLinks
☆14Updated 3 years ago
Alternatives and similar repositories for approxCNN
Users that are interested in approxCNN are comparing it to the libraries listed below
Sorting:
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆84Updated 2 years ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆39Updated 2 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆54Updated 2 months ago
- code repo for paper accepted in ICML 2023☆12Updated last year
- ☆17Updated last year
- ☆32Updated 2 years ago
- ☆35Updated 9 months ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆21Updated 5 months ago
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆21Updated 5 years ago
- OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent☆26Updated 2 weeks ago
- Automatic Bootstrapping Management Compiler for FHE☆16Updated 2 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- ☆67Updated 6 years ago
- Source code for the paper "Transformer-based Language Models and Homomorphic Encryption: an intersection with BERT-tiny"☆24Updated 2 months ago
- ☆18Updated 6 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆27Updated last year
- Fully Homomorphic Encryption Compiler☆17Updated 4 months ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆22Updated 6 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- ☆97Updated 11 months ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆37Updated 4 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- A reading list for homomorphic encryption☆123Updated 10 months ago
- Number Theoretic Transform Implementation on GPU for FHE Applications☆40Updated 4 years ago
- This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"☆52Updated 6 years ago
- HEonGPU is a high-performance library that optimizes Fully Homomorphic Encryption (FHE) on GPUs. Leveraging GPU parallelism, it reduces c…☆69Updated this week
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆40Updated 11 months ago
- Intel HEXL library backend for OpenFHE, which uses AVX-512 instructions to accelerate the execution of OpenFHE cryptographic capabilities…☆18Updated 10 months ago
- Homomorphic matrix computation☆42Updated 5 years ago