💉🔐 Novel algorithm for defending against Data Poisoning Attacks in a Federated Learning scenario
☆24Apr 22, 2024Updated 2 years ago
Alternatives and similar repositories for data-poisoning-defense-fl
Users that are interested in data-poisoning-defense-fl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Efficient Parallel code in MPI, MPI+OpenMP and CUDA for Game of Life☆16Nov 23, 2021Updated 4 years ago
- 🥞🍴Pancake sorting is a problem of sorting a disordered stack of pancakes in order of size when a spatula can be inserted at any point i…☆11Jun 3, 2019Updated 7 years ago
- LSH/Hypercube kNN and KMeans++ Clustering on polygonic curves and time series☆15Feb 7, 2022Updated 4 years ago
- A simplified version of The Legend of the Five Rings card game, written in pure C++11 .☆11Jul 27, 2021Updated 5 years ago
- ☆12Jul 7, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A Scalable Peer-to-peer Lookup Protocol for Internet Applications☆10Dec 17, 2022Updated 3 years ago
- [WACV 2025] The official Pytorch implementation of MASA☆13Dec 20, 2025Updated 10 months ago
- Spring 2018-2019☆17Jul 8, 2019Updated 7 years ago
- Some code for the K08 class☆11May 31, 2019Updated 7 years ago
- ☆12Jan 28, 2023Updated 3 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 3 years ago
- 🌀❄️🌩️ This repository contains some examples for creating 2d and 3d weather plots using matplotlib and cartopy libraries in python3.☆36Nov 19, 2021Updated 4 years ago
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆23Jul 2, 2025Updated last year
- Any content related to any talks.☆12Dec 7, 2020Updated 5 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.
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆16Jul 6, 2024Updated 2 years ago
- A real-time image fusion method using pre-trained neural networks☆46Jan 24, 2020Updated 6 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- ☆20Dec 7, 2020Updated 5 years ago
- The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping At…☆24Jan 5, 2022Updated 4 years ago
- Code for USENIX Security 2023 Paper "Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks"☆21May 19, 2024Updated 2 years ago
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆24Apr 24, 2024Updated 2 years ago
- ☆21Apr 12, 2018Updated 8 years ago
- Undergraduate Thesis on Natural Language Processing for Ancient Greek.☆14Mar 25, 2024Updated 2 years 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.
- Multi-metrics adaptively identifies backdoors in Federated learning☆39Aug 7, 2025Updated last year
- [TDSC 2024] Official code for our paper "FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model"☆23May 14, 2025Updated last year
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆52Sep 10, 2025Updated last year
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 10 months ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆210Jun 13, 2021Updated 5 years ago
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆14Oct 11, 2021Updated 5 years ago
- An Object-Oriented Method for Extracting Single-Object Aquaculture Ponds from 10 m Resolution Sentinel-2 Images on Google Earth Engine☆12Feb 18, 2023Updated 3 years ago
- paper code☆29Oct 5, 2020Updated 6 years ago
- reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"☆37Dec 4, 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.
- ☆39Feb 7, 2024Updated 2 years ago
- The implementatioin code of paper: “A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning”☆11Jul 1, 2023Updated 3 years ago
- Scalable Quantum Neural Network builds and trains a large-scale QNN in a modular fashion. SQNN is evaluated with a binary classification …☆12Oct 4, 2023Updated 3 years ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆292Jan 11, 2025Updated last year
- 天池比赛-铝型材表面瑕疵识别的实现;Pytorch;finetune renet;☆15Oct 27, 2018Updated 8 years ago
- Sewer-Pipeline-Defect-Identification☆16May 22, 2020Updated 6 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
Are these results useful?