PKU-SEC-Lab / Awesome-PPML-PapersLinks
This repo summarizes papers for efficient PPML across protocol, model, and system levels.
☆37Updated 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:
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆28Updated last year
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆90Updated 3 years ago
- ☆100Updated last year
- ☆16Updated 6 months ago
- A reading list for homomorphic encryption☆132Updated last month
- ☆37Updated 5 months ago
- Piranha: A GPU Platform for Secure Computation☆99Updated 2 years ago
- ☆33Updated 3 years ago
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆34Updated 4 years ago
- TAOISM: A TEE-based Confidential Heterogeneous Deployment Framework for DNN Models☆43Updated last year
- ☆15Updated 3 years ago
- Extending PyTorch to Fully Homomorphic Encryption☆77Updated 2 weeks ago
- ☆19Updated last year
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆127Updated 8 months ago
- ☆11Updated 3 years ago
- ☆38Updated last year
- code repo for paper accepted in ICML 2023☆12Updated last year
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆41Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆44Updated 7 months ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆61Updated 6 months ago
- This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"☆59Updated 6 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆86Updated 4 years ago
- Automatic Bootstrapping Management Compiler for FHE☆18Updated 5 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- Code release for MPCViT accepted by ICCV 2023☆16Updated 8 months ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆24Updated 9 months ago
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆21Updated 5 years ago
- Fully Homomorphic Encryption Compiler☆18Updated 7 months ago
- ANT-ACE: Advanced Compiler Ecosystem for Fully Homomorphic Encryption and Domain Specific Computing☆44Updated this week
- Cheddar: A Swift Fully Homomorphic Encryption (FHE) GPU Library☆29Updated last month