Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).
☆26May 26, 2021Updated 4 years ago
Alternatives and similar repositories for Byzantine_AirComp
Users that are interested in Byzantine_AirComp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆29Jan 24, 2023Updated 3 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- ☆23Nov 2, 2019Updated 6 years ago
- 本项目是对CVX工具箱用户使用手册的中文翻译(V2.2)，个人水平有限，仅供参考☆15Apr 14, 2020Updated 6 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 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.
- DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation☆16Jul 13, 2020Updated 5 years ago
- This repository contains the Python implementation of our submitted paper titled "Deep Reinforcement Learning for Joint Trajectory and Co…☆15Jun 29, 2024Updated last year
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Nov 5, 2020Updated 5 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆33Apr 18, 2023Updated 2 years ago
- Python code for the paper "A Low-Complexity MIMO Channel Estimator with Implicit Structure of a Convolutional Neural Network".☆10Feb 27, 2025Updated last year
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 3 years ago
- Machine learning based radar-aided mmWave beam tracking in V2V scenario☆22Nov 14, 2024Updated last year
- ☆10Oct 16, 2018Updated 7 years ago
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 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.
- [NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Poli…☆105Apr 16, 2025Updated last year
- Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces☆14Sep 14, 2021Updated 4 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
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆157Feb 16, 2025Updated last year
- projected Stein variational gradient descent☆12Oct 2, 2021Updated 4 years ago
- PyTorch Implementation of MIMO (ICLR 2021)☆16Dec 16, 2022Updated 3 years ago
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆15Oct 11, 2021Updated 4 years ago
- Implementation of Federated Learning For Mobile Keyboard Prediction: https://arxiv.org/abs/1811.03604☆10Jun 25, 2020Updated 5 years ago
- 基于CTPN和CRNN实现的银行卡号识别系统☆14Jul 2, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 5 years ago
- System Support for Byzantine Machine Learning☆11Oct 4, 2021Updated 4 years ago
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10May 11, 2022Updated 3 years ago
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Apr 14, 2023Updated 3 years ago
- A simple compiler for compiling SysY language into ARMv7-A instructions.☆12May 14, 2021Updated 4 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 2 years ago
- Simulation Codes for “Relay-Assisted Cooperative Federated Learning”☆13Mar 10, 2022Updated 4 years ago
- This is the MATLAB code for my dissertation "Sum-rate optimization for IRS-aided MIMO communication"☆14Sep 5, 2022Updated 3 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 4 years 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.
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated last year
- Unofficial Pytorch implementation of Deep Learning-Based MIMO Communications (Timothy J. O’Shea)☆18Dec 8, 2022Updated 3 years ago
- Hierarchical Attention Networks for Document Classification☆11Dec 8, 2022Updated 3 years ago
- ☆18Feb 2, 2022Updated 4 years ago
- 无人机+人工智能工程实践项目的学习笔记☆13Mar 1, 2019Updated 7 years ago
- 可用于无人机个体识别的无人机射频指纹数据集☆30Apr 6, 2025Updated last year
- This repository contains the official implementation of the paper "Reliable Graph Neural Networks via Robust Aggregation" (NeurIPS, 2020)…☆17Mar 16, 2022Updated 4 years ago