Adversarial attacks and defenses against federated learning.
☆20May 24, 2023Updated 2 years ago
Alternatives and similar repositories for 6.867-final-project
Users that are interested in 6.867-final-project are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 4 years ago
- ☆12Jan 28, 2023Updated 3 years ago
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆63Feb 2, 2023Updated 3 years ago
- 💉🔐 Novel algorithm for defending against Data Poisoning Attacks in a Federated Learning scenario☆24Apr 22, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆155Feb 16, 2025Updated last year
- ☆31Apr 8, 2020Updated 6 years ago
- ☆55Feb 19, 2023Updated 3 years ago
- ☆14Jul 11, 2023Updated 2 years ago
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆16Jul 6, 2024Updated last year
- Code for Data Poisoning Attacks Against Federated Learning Systems☆205Jun 13, 2021Updated 4 years ago
- ☆17Apr 22, 2026Updated 2 weeks ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆43Oct 29, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆26Mar 24, 2023Updated 3 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆14Jun 19, 2020Updated 5 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
- ☆72Jun 7, 2022Updated 3 years ago
- ☆38Apr 9, 2021Updated 5 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Mar 12, 2022Updated 4 years ago
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆21Oct 13, 2023Updated 2 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆14Nov 27, 2023Updated 2 years ago
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆74Aug 5, 2021Updated 4 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.
- 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
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- Accepted at MLNCP NeurIPS 2024: QFed+FHE: Quantum Federated Learning with Secure Fully Homomorphic Encryption (FHE)☆15Dec 27, 2024Updated last year
- ☆14May 5, 2022Updated 4 years ago
- 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 Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks (NeurIPS 2022)☆10Jul 20, 2023Updated 2 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- A sybil-resilient distributed learning protocol.☆113Sep 9, 2025Updated 8 months ago
- ☆28Dec 31, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆80Aug 15, 2020Updated 5 years ago
- ☆10Apr 27, 2021Updated 5 years ago
- Principles of ML Systems Project☆26Feb 3, 2021Updated 5 years ago
- Breaching privacy in federated learning scenarios for vision and text☆320Jan 24, 2026Updated 3 months ago
- Research Advances in the Latest Federal Learning Papers (Updated March 27, 2023)☆14Sep 19, 2023Updated 2 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆153Oct 3, 2022Updated 3 years ago
- ☆13Apr 9, 2021Updated 5 years ago