PKU-SEC-Lab / Awesome-PPML-PapersLinks
This repo summarizes papers for efficient PPML across protocol, model, and system levels.
☆51Updated last month
Alternatives and similar repositories for Awesome-PPML-Papers
Users that are interested in Awesome-PPML-Papers 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☆98Updated 3 years ago
- A reading list for homomorphic encryption☆133Updated 3 months ago
- ☆104Updated last year
- ☆34Updated 3 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆32Updated last year
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆30Updated 11 months ago
- ☆12Updated 3 years ago
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆34Updated 4 years ago
- ☆15Updated 3 years ago
- Extending PyTorch to Fully Homomorphic Encryption☆83Updated 2 months ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆46Updated 2 years ago
- ☆19Updated last year
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆13Updated 5 months ago
- Piranha: A GPU Platform for Secure Computation☆102Updated 2 years ago
- code repo for paper accepted in ICML 2023☆12Updated 2 years ago
- This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"☆59Updated 7 years ago
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆137Updated 10 months ago
- ☆38Updated last year
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆65Updated 8 months ago
- ☆20Updated 7 years ago
- Fully Homomorphic Encryption Compiler☆18Updated 9 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- Number Theoretic Transform Implementation on GPU for FHE Applications☆43Updated 4 years ago
- Automatic Bootstrapping Management Compiler for FHE☆21Updated 7 months ago
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆41Updated last year
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆21Updated 5 years ago
- GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.☆40Updated 2 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 4 years ago
- Source code for the paper "Transformer-based Language Models and Homomorphic Encryption: an intersection with BERT-tiny"☆31Updated 3 weeks ago
- ☆42Updated last year