A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
☆41Oct 9, 2022Updated 3 years ago
Alternatives and similar repositories for Introduction-to-BFV-HE-ML
Users that are interested in Introduction-to-BFV-HE-ML are comparing it to the libraries listed below
Sorting:
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated last year
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆11Sep 23, 2025Updated 5 months ago
- ☆16Feb 3, 2022Updated 4 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Feb 3, 2021Updated 5 years ago
- ☆22Apr 25, 2024Updated last year
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆71Jun 27, 2023Updated 2 years ago
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆32Dec 7, 2023Updated 2 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Jul 14, 2021Updated 4 years ago
- A reading list for homomorphic encryption☆135Nov 30, 2025Updated 3 months ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆101Jul 27, 2022Updated 3 years ago
- 对逻辑回归各种用法的总结,包括线性,多类,并行,分布式,在线,优化方案☆15Jul 14, 2017Updated 8 years ago
- Fully Homomorphic Encryption Compiler☆18Jan 27, 2025Updated last year
- HE-MAN – Homomorphically Encrypted MAchine learning with oNnx models and TenSEAL☆19Oct 11, 2024Updated last year
- Privacy-Preserving Verifiable Neural Network Inference Service☆16Sep 6, 2025Updated 6 months ago
- ☆41Aug 12, 2024Updated last year
- IBM HElayers homomorphic encryption SDK for C++ and Python☆45Feb 22, 2026Updated last week
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆546Aug 21, 2025Updated 6 months ago
- 密码学教程,密码学数学原理,介绍一些经典密码学加密算法,并理解其中的数学知识☆41Mar 30, 2022Updated 3 years ago
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Apr 10, 2022Updated 3 years ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Sep 10, 2025Updated 5 months ago
- ☆19Sep 8, 2023Updated 2 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Jan 15, 2026Updated last month
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Luk…☆19Oct 6, 2019Updated 6 years ago
- A python library providing several polynomial-based Private Set Intersection protocols.☆46Oct 19, 2014Updated 11 years ago
- Privacy-preserving XGBoost Inference☆50Apr 20, 2023Updated 2 years ago
- An easy-to-use tensor compiler for FHE☆34Feb 18, 2025Updated last year
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated 10 months ago
- DP-HyperparamTuning offers an array of tools for fast and easy hypertuning of various hyperparameters for the DP-SGD algorithm.☆23Sep 27, 2021Updated 4 years ago
- ☆10Dec 12, 2024Updated last year
- LogicCircuit is a program that helps build/simulate simple circuits using logic gates. It is meant to teach people the basics of how logi…☆10Feb 16, 2026Updated 2 weeks ago
- ☆58May 2, 2022Updated 3 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 3 years ago
- Official mirror of Python-FHEz; Python Fully Homomorphic Encryption (FHE) Library for Encrypted Deep Learning as a Service (EDLaaS).☆29Apr 5, 2022Updated 3 years ago
- An implementation of BGV-FHE scheme☆28Apr 26, 2018Updated 7 years ago
- Privacy Preserving Machine Learning (Manning Early Access Program)☆34Jan 6, 2023Updated 3 years ago
- A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy☆31Mar 26, 2020Updated 5 years ago
- Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditi…☆1,407Feb 17, 2026Updated 2 weeks ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- Easy Setup, File-based, Offline Capable Federated Learning and Computations☆22Feb 11, 2026Updated 3 weeks ago