List of papers on cryptography assisted deep learning privacy computation
☆23Apr 1, 2026Updated 5 months ago
Alternatives and similar repositories for Awesome-Crypto-DNN
Users that are interested in Awesome-Crypto-DNN 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 ranking, order statistics, and sorting algorithms using the CKKS homomorphic encryption scheme for privacy-preserving c…☆20Apr 1, 2025Updated last year
- This repo summarizes papers for efficient PPML across protocol, model, and system levels.☆89Jan 18, 2026Updated 8 months ago
- ☆38Nov 26, 2024Updated last year
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆161Jan 1, 2025Updated last year
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 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.
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆105Jul 27, 2022Updated 4 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 10 months ago
- A server-side CKKS GPU library fully interoperable with OpenFHE.☆114Updated this week
- A curated list of amazing tools, products, tutorials, applications, publications, and other resources related to OpenFHE☆48Sep 10, 2026Updated 2 weeks ago
- ☆19Nov 8, 2024Updated last year
- Official implementation for CryptoFace: End-to-End Encrypted Face Recognition. The paper is presented at CVPR 2025.☆25Nov 15, 2025Updated 10 months ago
- Automatic Bootstrapping Management Compiler for FHE☆29Mar 26, 2025Updated last year
- Official code for the paper "FairerCLIP: Debiasing CLIP’s Zero-Shot Predictions using Functions in RKHSs".☆16Oct 14, 2025Updated 11 months ago
- 使用K-Nearest Neighbors进行DoS / DDoS检测:☆10Mar 21, 2019Updated 7 years 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.
- Non-interactive protocol for secure transformer inference based on RNS-CKKS.☆144Sep 20, 2024Updated 2 years ago
- ☆35Sep 18, 2025Updated last year
- ☆28Mar 15, 2023Updated 3 years ago
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 6 months ago
- [ACL 2024] ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages☆15Sep 12, 2024Updated 2 years ago
- ☆17Feb 3, 2022Updated 4 years ago
- GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.☆43Sep 24, 2025Updated last year
- Scripts to generate data for security parameters constraints section☆21Dec 11, 2024Updated last year
- ☆52Aug 28, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CUDA-accelerated Dilithium Implementation☆14Sep 8, 2024Updated 2 years ago
- GenStore is the first in-storage processing system designed for genome sequence analysis that greatly reduces both data movement and comp…☆15Apr 6, 2022Updated 4 years ago
- ANT-ACE: Advanced Compiler Ecosystem for Fully Homomorphic Encryption and Domain Specific Computing☆64Updated this week
- Simple C++ reader for CIFAR-10 dataset☆17Apr 29, 2023Updated 3 years ago
- A compiled list of resources and materials for PPML☆13May 10, 2025Updated last year
- cuPQC SDK Developer Hub: samples, integration guides, and technical/release blogs☆17Sep 3, 2026Updated 3 weeks ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆62Feb 3, 2025Updated last year
- [AAAI 2024] DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models☆12Dec 5, 2024Updated last year
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆83Mar 24, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- Paper list of federated learning: About system design☆13Apr 13, 2022Updated 4 years ago
- ☆17Mar 9, 2026Updated 6 months ago
- ZPrize entry for Accelerating NTT Operations on an FPGA☆16Nov 18, 2022Updated 3 years ago
- A reading list for homomorphic encryption☆138Apr 2, 2026Updated 5 months ago
- Code release for MPCViT accepted by ICCV 2023☆17Jan 6, 2025Updated last year
- Extending PyTorch to Fully Homomorphic Encryption☆128Jul 9, 2026Updated 2 months ago