💉🔐 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:
- Bachelor's Thesis on Adversarial Machine Learning Attacks and Defences☆17Nov 18, 2022Updated 3 years ago
- ☆12Jan 28, 2023Updated 3 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 3 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [TDSC 2024] Official code for our paper "FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model"☆23May 14, 2025Updated last year
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 10 months ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆14Aug 22, 2022Updated 4 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆15Dec 26, 2024Updated last year
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆14Oct 11, 2021Updated 5 years ago
- 天池比赛-铝 型材表面瑕疵识别的实现;Pytorch;finetune renet;☆15Oct 27, 2018Updated 7 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆48Oct 8, 2026Updated last week
- [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 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Sewer-Pipeline-Defect-Identification☆16May 22, 2020Updated 6 years ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated 2 years ago
- ☆10Jan 14, 2023Updated 3 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 5 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
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 7 months ago
- The official implementatioin code of ICDM 2022 paper: "Privacy-Preserving Split Learning via Patch Shuffling over Transformers"☆12Nov 27, 2023Updated 2 years ago
- This identity based encryption based on weil pairing☆14Jul 22, 2017Updated 9 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Tool for roof defect recognition☆13May 14, 2020Updated 6 years ago
- ☆14May 17, 2024Updated 2 years ago
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated last year
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆17Feb 2, 2024Updated 2 years ago
- ☆15Dec 18, 2024Updated last year
- 基于信誉共识和联邦学习的异构车联网交通预测与规划☆13Sep 4, 2023Updated 3 years ago
- TextGuard: Provable Defense against Backdoor Attacks on Text Classification☆15Nov 7, 2023Updated 2 years ago
- Morphence: An implementation of a moving target defense against adversarial example attacks demonstrated for image classification models …☆23Aug 9, 2024Updated 2 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
- 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.
- Papers related to federated learning in top conferences (2020-2024).☆69Oct 14, 2024Updated 2 years ago
- Watermarking LLM papers up-to-date☆12Dec 17, 2023Updated 2 years ago
- 关于Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee这篇论文 的详细代码解读☆12Dec 27, 2023Updated 2 years ago
- Experiments on Data Poisoning Regression Learning☆12Oct 5, 2020Updated 6 years ago
- Codes for paper "ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations"☆17May 22, 2024Updated 2 years ago
- Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"☆16Oct 2, 2024Updated 2 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Dec 24, 2023Updated 2 years ago