snu-ccl / approxCNNLinks
☆16Updated 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☆100Updated 3 years ago
- ☆12Updated 3 years ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆49Updated 2 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆32Updated last month
- ☆108Updated last year
- code repo for paper accepted in ICML 2023☆13Updated 2 years ago
- Experimental Code for Private Decision Tree Evaluation☆16Updated 2 years ago
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆21Updated 5 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆68Updated 10 months ago
- ☆22Updated last year
- ☆40Updated last year
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆33Updated last year
- ☆34Updated 3 years ago
- ☆18Updated 3 months ago
- ☆20Updated 7 years ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆13Updated 7 months ago
- OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent☆32Updated 7 months ago
- A reading list for homomorphic encryption☆134Updated last month
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 4 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"☆60Updated 7 years ago
- Homomorphic Logistic Regression on Encrypted Data☆51Updated 6 years ago
- Piranha: A GPU Platform for Secure Computation☆104Updated 2 years ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆24Updated 7 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆40Updated 3 years ago
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆41Updated last year
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆143Updated last year
- ☆67Updated 7 years ago
- Number Theoretic Transform Implementation on GPU for FHE Applications☆44Updated 4 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago