Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning (ACSAC 2024)
☆15Aug 21, 2025Updated last year
Alternatives and similar repositories for e-SeaFL
Users that are interested in e-SeaFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Efficient Multi-User Searchable Encrypted Database (USENIX Security 2024)☆13Nov 30, 2024Updated last year
- Privacy-Preserving Verifiable Neural Network Inference Service (ACSAC 2024)☆19Sep 6, 2025Updated last year
- Efficient Dynamic Proof of Retrievability (NDSS 2023)☆16Feb 12, 2024Updated 2 years ago
- Zero-Knowledge AI Inference with High Precision (ACM CCS 2025)☆15Jan 22, 2026Updated 9 months ago
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆15Dec 26, 2024Updated last year
- ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline☆21Jul 14, 2023Updated 3 years ago
- A working Python implementation of a Secure Aggregation protocol adapted from ”Practical Secure Aggregation for Privacy-Preserving Machin…☆13Sep 28, 2024Updated 2 years ago
- A secure aggregation system for private federated learning☆54Mar 21, 2026Updated 7 months ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Dec 6, 2022Updated 3 years ago
- Early prototype of zero-knowledge verifiable ML benchmarks☆14Nov 15, 2024Updated last year
- Secure Aggregation for FL☆39Nov 25, 2023Updated 2 years ago
- 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- We present a set of all-reduce compatible gradient compression algorithms which significantly reduce the communication overhead while mai…☆10Nov 14, 2021Updated 4 years ago
- Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.☆10Jul 1, 2024Updated 2 years ago
- ☆36Dec 23, 2025Updated 10 months ago
- 应用时间序列分析 第五版 王燕 课后习题代码☆10Dec 29, 2022Updated 3 years ago
- ☆12Apr 1, 2023Updated 3 years ago
- [PoPETS 2024] Source code of FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations☆11Jul 3, 2024Updated 2 years ago
- Implementation of IM-DSSE framework (IEEE TSC'19)☆10Feb 11, 2020Updated 6 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆44Aug 31, 2025Updated last year
- Lightweight Cryptographic Framework for Internet of Drones☆19Sep 29, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- FedCS：Coreset selection for Federated Learning (CVPR2025)☆11Oct 22, 2026Updated 2 weeks ago
- Choco-solver in practice☆11Jul 18, 2019Updated 7 years ago
- Location based services are increasingly popular in providing users with useful information about their hereabouts and recommending eater…☆11Oct 17, 2021Updated 5 years ago
- 《安全多方计算——可证明安全视角》发布地址☆14Updated this week
- ☆16Sep 11, 2023Updated 3 years ago
- ☆10Dec 29, 2020Updated 5 years ago
- A kivy app for drawing and laying out dynamic graphs.☆11Sep 28, 2020Updated 6 years ago
- POSUP: Oblivious Search and Update Platform with SGX (PETS'19)☆13Feb 11, 2020Updated 6 years ago
- Official implementation of "Private Set Generation with Discriminative Information" (NeurIPS 2022)☆18Aug 14, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- INACTIVE - http://mzl.la/ghe-archive - clang plugin to get the function prototypes in C/C++☆13Mar 30, 2019Updated 7 years ago
- Secure aggregation protocol for TensorFlow Federated☆24Aug 19, 2020Updated 6 years ago
- Accepted at MLNCP NeurIPS 2024: QFed+FHE: Quantum Federated Learning with Secure Fully Homomorphic Encryption (FHE)☆15Dec 27, 2024Updated last year
- Produce results of federated algorithms on various benchmarks☆17Oct 11, 2024Updated 2 years ago
- Implementations of the Deep Q-Learning Algorithms for Auctions☆15Mar 26, 2024Updated 2 years ago
- ☆14Jun 29, 2026Updated 4 months ago
- Set of JavaScript based tools and Ethereum Solidity contracts for BulletProof based range proofs and confidential transactions☆29Feb 17, 2019Updated 7 years ago