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 6 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 7 years ago
- Code for “Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning”☆24Oct 21, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation☆16Jul 13, 2020Updated 6 years ago
- ☆18Feb 2, 2022Updated 4 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆20Nov 5, 2020Updated 6 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
- Python code for the paper "A Low-Complexity MIMO Channel Estimator with Implicit Structure of a Convolutional Neural Network".☆11Feb 27, 2025Updated last year
- ☆10Oct 16, 2018Updated 8 years ago
- Learning from history for Byzantine Robustness☆27Jun 11, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- Federated Learning over Wireless Networks☆48Sep 24, 2021Updated 5 years ago
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10May 11, 2022Updated 4 years ago
- MATLAB codes for IEEE CNS 2022 article Effect of the MU-MIMO and OFDMA model with performing a beamforming technique on the Physical Laye…☆10May 22, 2023Updated 3 years ago
- Source codes for “IoV-Oriented Integrated Sensing, Computation, and Communication: System Design and Resource Allocation”☆16Oct 29, 2025Updated last year
- Experiments code for AAMAS'24 paper on "Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Converge…☆11Jan 11, 2024Updated 2 years ago
- ☆10May 23, 2023Updated 3 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
- System Support for Byzantine Machine Learning☆10Oct 4, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces☆14Sep 14, 2021Updated 5 years ago
- [ICLR 2023] Official JAX/Haiku implementation of the paper "Differentially Private Adaptive Optimization with Delayed Preconditioners"☆16Dec 14, 2022Updated 3 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆157Feb 16, 2025Updated last year
- 基于CTPN和CRNN实现的银行卡号识别系统☆13Jul 2, 2020Updated 6 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☆14Oct 11, 2021Updated 5 years ago
- Online Federated Learning.☆16Apr 26, 2021Updated 5 years ago
- A demo for VR-SGD(Comparing to some state-of-the-art algorithms).☆13Mar 5, 2018Updated 8 years ago
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 6 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.
- A repository for code that I use in my YouTube tutorial on my YouTube channel https://www.youtube.com/channel/UC8GCZM8z4DW4DkaNHtzfpBg☆16Feb 26, 2021Updated 5 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
- Simulation Codes for “Relay-Assisted Cooperative Federated Learning”☆13Mar 10, 2022Updated 4 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 3 years ago
- ☆10Apr 3, 2025Updated last year
- Asynchronous Federated Learning☆48Apr 22, 2023Updated 3 years ago
- Simulation code for “Energy-efficient cell-free massive MIMO through sparse large-scale fading processing,” by Shuaifei Chen, Jiayi Zhang…☆14May 14, 2023Updated 3 years ago