Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.
☆11Jul 27, 2022Updated 4 years ago
Alternatives and similar repositories for SecureFLCompression
Users that are interested in SecureFLCompression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- The implement of FedCyBGD☆12Jul 19, 2024Updated 2 years ago
- Produce results of federated algorithms on various benchmarks☆17Oct 11, 2024Updated 2 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆29Oct 25, 2021Updated 5 years ago
- Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.☆10Jul 1, 2024Updated 2 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.
- Implemented ABSGD Algorithm in the Paper https://arxiv.org/abs/2012.06951☆11Apr 16, 2023Updated 3 years ago
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning (ACSAC 2024)☆15Aug 21, 2025Updated last year
- Semantic Skill Space (SSS): Injecting skill embeddings into KV cache for small-model agents to recover skill behavior with lower prompt-c…☆15Mar 2, 2026Updated 7 months 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
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆30Feb 10, 2023Updated 3 years ago
- PAROAttn based on SAGEAttn☆11Nov 30, 2025Updated 10 months ago
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- A simple script to plot the Roofline model for given HW platforms and applications☆10Mar 17, 2026Updated 7 months ago
- List of papers on Hallucination in LMM☆10Nov 29, 2023Updated 2 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.
- Secure aggregation protocol for TensorFlow Federated☆24Aug 19, 2020Updated 6 years ago
- ☆10Jul 18, 2024Updated 2 years ago
- Code Repository for Hyperledger for Blockchain Applications, by Packt Publishing☆13Jan 12, 2023Updated 3 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 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
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated 2 years ago
- Official implementation for the paper "Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy".☆10Jun 8, 2023Updated 3 years ago
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆14Jul 1, 2023Updated 3 years ago
- Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"☆13Oct 8, 2026Updated 3 weeks ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for the 2025 ACL publication "ConInstruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities"☆14Nov 24, 2025Updated 11 months ago
- ☆12Jun 6, 2026Updated 4 months ago
- Lint for privacy☆30Sep 5, 2022Updated 4 years ago
- Agent application/benchmark/workload traces should be placed here.☆20Apr 13, 2026Updated 6 months ago
- master分支上还有些merge上的冲突，最新代码请从omf分支上获取☆10Jun 27, 2020Updated 6 years ago
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 3 years ago
- Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization☆11Nov 1, 2022Updated 3 years ago
- ☆16Sep 2, 2020Updated 6 years ago
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆42Nov 16, 2022Updated 3 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.
- ☆15Dec 11, 2023Updated 2 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆122Jan 11, 2024Updated 2 years ago
- 对yolov4进行通道剪枝☆15Jun 20, 2022Updated 4 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Dec 6, 2022Updated 3 years ago
- 百度AI安全对抗赛第一名团队示例代码，基于官方给出的PGD修改，主要内容为L2-PGD+EOT。☆11Mar 17, 2021Updated 5 years ago
- Learning how to bulletproofs☆39Dec 22, 2018Updated 7 years ago
- 在FPGA上部署深度学习项目☆25Mar 18, 2021Updated 5 years ago