Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from data/model poisoning and reverse engineering attacks.
☆17Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for Defending-federated-learning-system
Users that are interested in Defending-federated-learning-system are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SFedChain: blockchain-based federated learning scheme for secure data sharing in distributed energy storage networks☆12Jun 2, 2022Updated 4 years ago
- 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
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- The official code for ICML 2024 "FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Recons…☆30Jun 6, 2024Updated 2 years ago
- Robust Federated Learning for Large Language Models in Adversarial Wireless Environments☆16Mar 7, 2025Updated last year
- 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 to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zh…☆11Jun 2, 2023Updated 3 years ago
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆34Dec 7, 2023Updated 2 years ago
- ☆11Apr 4, 2022Updated 4 years ago
- LSTM network to verify trajector prediction on the NGSIM dataset based on IoV-SFDL framework☆51Jan 4, 2023Updated 3 years ago
- ☆14Oct 15, 2017Updated 8 years ago
- ☆12Sep 12, 2021Updated 4 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 years ago
- cisp考试资料☆14Aug 13, 2022Updated 3 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆208Jun 13, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆48Aug 18, 2023Updated 2 years ago
- Bu Course LLM(Large Language Model) Fine Tune işlemlerini Türkçe klavuz olarak☆10Mar 29, 2025Updated last year
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆24May 22, 2024Updated 2 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆43May 4, 2024Updated 2 years ago
- Hyperledger Fabric based solution for consortium of logistics companies in any distribution or supply-chain industries☆15Mar 1, 2019Updated 7 years ago
- ☆13Jun 2, 2023Updated 3 years ago
- Source Code of Efficient and Security-Enhanced Certificateless Aggregate Signature-Based Authentication Scheme with Conditional Privacy P…☆12Dec 27, 2023Updated 2 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- A blockchain-enable decentralized federated learning implement☆12Jul 10, 2023Updated 3 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.
- Küfür, hakaret, sövgü, saldırgan cümleleri tespit edebilmek için oldukça hafif ve kural tabanlı bir repodur.☆15Aug 28, 2023Updated 2 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
- fabric blockchain with medical data using privacy preserving technology☆11Dec 10, 2020Updated 5 years ago
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆18Jun 2, 2022Updated 4 years ago
- Crab: Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning☆28May 27, 2024Updated 2 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆16Oct 30, 2023Updated 2 years ago
- ☆13Jun 24, 2024Updated 2 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.
- Decentralized Energy Marketplace via NFTs and AI-based Agents☆15Nov 23, 2023Updated 2 years ago
- Another Wheel to parse json☆11Mar 13, 2020Updated 6 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Nov 12, 2024Updated last year
- Flower framework for Federated Learning, with Fully Homomorphic Encryption integrated☆14Jun 3, 2024Updated 2 years ago
- Geometry-aware 3D Language Gaussian Splatting (arXiv 2024)☆17Jan 7, 2026Updated 6 months ago