Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".
☆44Oct 29, 2021Updated 4 years ago
Alternatives and similar repositories for FL-WBC
Users that are interested in FL-WBC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 4 years ago
- Learning from history for Byzantine Robustness☆27Jun 11, 2021Updated 5 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- ☆38Apr 9, 2021Updated 5 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 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.
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆153Aug 6, 2022Updated 4 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆87Feb 23, 2023Updated 3 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆60Dec 11, 2024Updated last year
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 6 years ago
- ☆14May 17, 2024Updated 2 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆45Jun 12, 2023Updated 3 years ago
- ☆16Dec 7, 2023Updated 2 years ago
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆23Jul 2, 2025Updated last year
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆315Jul 25, 2024Updated 2 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.
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132May 20, 2023Updated 3 years ago
- ☆54Feb 19, 2023Updated 3 years ago
- ☆71Jun 7, 2022Updated 4 years ago
- ☆23Nov 2, 2019Updated 6 years ago
- ☆15Dec 11, 2023Updated 2 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 3 years ago
- ☆18Feb 2, 2022Updated 4 years ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆38Oct 3, 2022Updated 3 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆15Jun 19, 2020Updated 6 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.
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆75Aug 5, 2021Updated 5 years ago
- ☆31Apr 8, 2020Updated 6 years ago
- ☆55Jun 30, 2023Updated 3 years ago
- A sybil-resilient distributed learning protocol.☆114Sep 9, 2025Updated 11 months ago
- Multi-metrics adaptively identifies backdoors in Federated learning☆39Aug 7, 2025Updated last year
- Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)☆22May 6, 2021Updated 5 years ago
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆55Dec 11, 2024Updated last year
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆22Jan 29, 2020Updated 6 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆29Sep 28, 2024Updated last year
- 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.
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated 10 months ago
- ☆12Sep 12, 2021Updated 4 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆35Aug 18, 2023Updated 3 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆384Feb 5, 2023Updated 3 years ago
- ☆14Dec 8, 2022Updated 3 years ago
- 用python画出一幅标准的五星红旗，庆祝国庆节！☆11Oct 14, 2022Updated 3 years ago