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:
- 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
- ☆19Sep 8, 2023Updated 2 years ago
- The official code for ICML 2024 "FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Recons…☆31Jun 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
- ☆12Aug 19, 2022Updated 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.
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆33Dec 7, 2023Updated 2 years ago
- ☆11Apr 4, 2022Updated 4 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆30Nov 21, 2023Updated 2 years ago
- Symmetric Homomorphic Encryption☆11Jul 26, 2022Updated 3 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 2 years ago
- Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Genera…☆13Apr 9, 2021Updated 5 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆41Apr 17, 2025Updated last year
- LSTM network to verify trajector prediction on the NGSIM dataset based on IoV-SFDL framework☆51Jan 4, 2023Updated 3 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆207Jun 13, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆48Aug 18, 2023Updated 2 years ago
- cisp考试资料☆14Aug 13, 2022Updated 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
- 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☆41May 4, 2024Updated 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
- ☆13Jun 2, 2023Updated 3 years ago
- [CVPR2026 🌟] The first attempt to Marine Open Vocabulary Instance Segmentation☆55Jun 16, 2026Updated 3 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆11Oct 7, 2023Updated 2 years ago
- ☆22Dec 11, 2024Updated last year
- Code for USENIX Security 2023 Paper "Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks"☆19May 19, 2024Updated 2 years ago
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated last year
- ☆13Jun 24, 2024Updated 2 years ago
- The code for the paper "Editable Physically-based Reflections in Raytraced Gaussian Radiance Fields"☆60Dec 3, 2025Updated 7 months ago
- Source code for the paper "Group-based Federated Learning with Cost-efficient Sampling Mechanism in Mobile Edge Computing Networks".☆38Jan 11, 2026Updated 5 months ago
- Official implementation for Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis (CVPR 2025)☆52Nov 19, 2025Updated 7 months ago
- This is the repository for valuing individual players within pressing situation in football with symbolic regression methods.☆14Mar 12, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for the paper "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection"☆11Aug 7, 2023Updated 2 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
- 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
- A blockchain-enable decentralized federated learning implement☆12Jul 10, 2023Updated 2 years ago
- Decentralized Energy Marketplace via NFTs and AI-based Agents☆15Nov 23, 2023Updated 2 years ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago