Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).
☆26May 26, 2021Updated 5 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:
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆28Jan 24, 2023Updated 3 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
- ☆23Nov 2, 2019Updated 6 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation☆16Jul 13, 2020Updated 6 years ago
- 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 3 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 4 years ago
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- ☆10Oct 16, 2018Updated 7 years ago
- Simulation code of paper "H. Zhu, Z. Wang, F. Yang, Y. Zhou and X. Luo, "Intelligent Traffic Network Control in the Era of Internet of Ve…☆11Mar 30, 2022Updated 4 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆10Oct 21, 2020Updated 5 years ago
- Source codes for “IoV-Oriented Integrated Sensing, Computation, and Communication: System Design and Resource Allocation”☆15Oct 29, 2025Updated 9 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Interesting facts from the [software] testing world sorted by date☆15Jul 20, 2026Updated 3 weeks ago
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10May 11, 2022Updated 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
- System Support for Byzantine Machine Learning☆10Oct 4, 2021Updated 4 years ago
- PyTorch Implementation of MIMO (ICLR 2021)☆16Dec 16, 2022Updated 3 years ago
- Implementation of Federated Learning For Mobile Keyboard Prediction: https://arxiv.org/abs/1811.03604☆10Jun 25, 2020Updated 6 years ago
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 6 years ago
- 【不再维护】本仓库最初目的是为了减轻组内学生书写负担，特别是对于郑大电信学院，轻大李老师重头建立了新一版模版。这太好了，我就不需要花精力维护了，感谢机器人实验室/刘老师李老师，谢谢大家支持！☆13Mar 20, 2024Updated 2 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.
- A hand-made OS core for National College Students Computer System Ability Competition☆11Aug 28, 2021Updated 4 years ago
- A demo for VR-SGD(Comparing to some state-of-the-art algorithms).☆13Mar 5, 2018Updated 8 years ago
- A repository for code that I use in my YouTube tutorial on my YouTube channel https://www.youtube.com/channel/UC8GCZM8z4DW4DkaNHtzfpBg☆15Feb 26, 2021Updated 5 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 3 years ago
- Online Federated Learning.☆16Apr 26, 2021Updated 5 years ago
- Simulation Codes for “Relay-Assisted Cooperative Federated Learning”☆13Mar 10, 2022Updated 4 years ago
- Python impl of VRF's.☆18Mar 12, 2023Updated 3 years ago
- Code for “Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning”☆24Oct 21, 2024Updated last year
- This is the MATLAB code for my dissertation "Sum-rate optimization for IRS-aided MIMO communication"☆14Sep 5, 2022Updated 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.
- Blockchain reputation-based trust management system☆18Jul 14, 2019Updated 7 years ago
- ☆11Sep 11, 2023Updated 2 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 5 years ago
- Matlab scripts for the paper "Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless Networks"☆12May 4, 2019Updated 7 years ago
- 成语与成语接龙工具☆26Apr 3, 2026Updated 4 months ago
- Unofficial Pytorch implementation of Deep Learning-Based MIMO Communications (Timothy J. O’Shea)☆18Dec 8, 2022Updated 3 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated 2 years ago