A working Python implementation of a Secure Aggregation protocol adapted from ”Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)“
☆13Sep 28, 2024Updated 2 years ago
Alternatives and similar repositories for secure-aggregation_ppml
Users that are interested in secure-aggregation_ppml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆93Aug 4, 2019Updated 7 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Dec 6, 2022Updated 3 years ago
- Secure Aggregation for FL☆39Nov 25, 2023Updated 2 years ago
- A secure aggregation system for private federated learning☆54Mar 21, 2026Updated 7 months ago
- Analyze market research data to uncover key insights into financial behaviors across demographic segments. This Jupyter Notebook explores…☆13Aug 28, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆11Jul 27, 2022Updated 4 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.☆10Jul 1, 2024Updated 2 years ago
- Early prototype of zero-knowledge verifiable ML benchmarks☆14Nov 15, 2024Updated last year
- ✈️Go语言核心36讲学习源码☆12May 19, 2022Updated 4 years ago
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- 基于聚类算法Kmeans和HAC进行的图像分割实验。☆10Sep 8, 2021Updated 5 years ago
- PART I DeepAR implementation based on paper: https://arxiv.org/pdf/1704.04110.pdf☆10Jun 20, 2019Updated 7 years ago
- go framework☆13Nov 10, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Secure aggregation protocol for TensorFlow Federated☆24Aug 19, 2020Updated 6 years ago
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning (ACSAC 2024)☆15Aug 21, 2025Updated last year
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆15Dec 26, 2024Updated last year
- personal implementation of secure aggregation protocol☆44Feb 6, 2024Updated 2 years ago
- Fused KL divergence from hidden states for knowledge distillation☆22Apr 28, 2026Updated 5 months ago
- 20支亚洲足球队☆17Jan 20, 2019Updated 7 years ago
- Set of JavaScript based tools and Ethereum Solidity contracts for BulletProof based range proofs and confidential transactions☆29Feb 17, 2019Updated 7 years ago
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"☆23Jun 4, 2020Updated 6 years ago
- This Project focuses on building a predictive model so as to suggest the most suitable crops to grow, based on the nature of soil and the…☆22Jul 10, 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.
- Predicting Prices for the products to be sold on Black Friday in US using Regression Analysis, Feature Engineering, Feature Selection, Fe…☆13May 31, 2019Updated 7 years ago
- [IEEE TIP] Offical implementation for the work "BadCM: Invisible Backdoor Attack against Cross-Modal Learning".☆16Aug 30, 2024Updated 2 years ago
- Python library for building integrations with the Edsby Student Information System.☆11Jun 28, 2022Updated 4 years ago
- PyTorch CNN for CIFAR-10 dataset☆11Mar 14, 2020Updated 6 years ago
- ☆21May 30, 2024Updated 2 years ago
- ☆20Jul 4, 2020Updated 6 years ago
- ☆12Feb 5, 2021Updated 5 years ago
- Decison Trees, Random Forrests, Ensemble Methods☆11Oct 18, 2015Updated 11 years ago
- ☆20Mar 12, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- MSM-优化☆15Apr 3, 2025Updated last year
- Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"☆16Oct 2, 2024Updated 2 years ago
- Profit Allocation for Federated Learning☆26Apr 27, 2020Updated 6 years ago
- This repo contains code/learning resources related to Homomorphic Encryption.☆26Oct 12, 2019Updated 7 years ago
- Implementation of Number-theoretic transform(NTT) algorithm on FPGA; 快速数论变换(NTT)的FPGA实现,基为2,有两个并行的蝶形单元☆19Sep 16, 2022Updated 4 years ago
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆21Apr 28, 2025Updated last year