💉🔐 Novel algorithm for defending against Data Poisoning Attacks in a Federated Learning scenario
☆24Apr 22, 2024Updated last year
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:
- 🥞🍴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 6 years ago
- LSH/Hypercube kNN and KMeans++ Clustering on polygonic curves and time series☆15Feb 7, 2022Updated 4 years ago
- Bachelor's Thesis on Membership Inference Attacks☆11Nov 11, 2022Updated 3 years ago
- ☆12Jul 7, 2024Updated last year
- Spring 2018-2019☆10Jul 20, 2019Updated 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.
- 🌐🔒Exploiting and fixing security vulnerabilities in an old version of eClass☆11Apr 2, 2021Updated 5 years ago
- Interpreter for a simple imperative language called IPL☆13Mar 15, 2023Updated 3 years ago
- Competitive Hex board-game simulator. (Human vs AI)☆15Dec 24, 2019Updated 6 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 2 years ago
- A solution for a simple version of the exam timetabling CSP problem.☆11Feb 27, 2022Updated 4 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- Undergraduate Thesis on Natural Language Processing for Ancient Greek.☆14Mar 25, 2024Updated 2 years ago
- The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping At…☆22Jan 5, 2022Updated 4 years ago
- ☆21Apr 12, 2018Updated 8 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.
- A real-time image fusion method using pre-trained neural networks☆46Jan 24, 2020Updated 6 years ago
- [Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks☆13Feb 26, 2023Updated 3 years ago
- [TDSC 2024] Official code for our paper "FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model"☆23May 14, 2025Updated 11 months ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 4 months ago
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆15Oct 11, 2021Updated 4 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆15Nov 27, 2023Updated 2 years ago
- Code repository of paper "CrisisKAN: Knowledge-infused and Explainable Multimodal Attention Network for Crisis Event Classification" publ…☆12Jul 15, 2025Updated 9 months ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆48Updated this week
- 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 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.
- Federated Learning framework extending the nnUNet☆15Nov 6, 2025Updated 5 months ago
- ☆15Dec 18, 2024Updated last year
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated last year
- The implementatioin code of paper: “A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning”☆11Jul 1, 2023Updated 2 years ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆13Aug 22, 2022Updated 3 years ago
- 📚 经典技术书籍 PDF 文件,持续更新...☆18Jun 17, 2019Updated 6 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆16Feb 2, 2024Updated 2 years ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆12Feb 11, 2026Updated 2 months ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 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 Multi-Dilation Convolutional Neural Network for Automatic COVID-19 and Other Pneumonia Detection from Chest X-ray Images with Transfera…☆11Jul 31, 2023Updated 2 years ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆18Mar 3, 2023Updated 3 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆44Oct 29, 2021Updated 4 years ago
- This repository contains PyTorch implementation of the paper ''LFighter: Defending against Label-flipping Attacks in Federated Learning''…☆19Mar 6, 2026Updated last month
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated last year
- A repository for the 10th Grade Research Project Constructing a Quantum Optical Convolutional Neural Network (QOCNN) and providing script…☆13Apr 11, 2023Updated 3 years ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated last month