6.867 Final Project
Adversarial attacks and defenses against federated learning.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Backdoors101 | 231 | a year ago | mit | Python | ||||||
| Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors. | ||||||||||
| Modelpoisoning | 121 | 2 years ago | 3 | Python | ||||||
| Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470 | ||||||||||
| Trojai Literature | 102 | 2 years ago | ||||||||
| Adfsbrute | 85 | 3 years ago | 1 | Python | ||||||
| A script to test credentials against Active Directory Federation Services (ADFS), allowing password spraying or bruteforce attacks. | ||||||||||
| Privpkt | 81 | a year ago | 26 | mit | Python | |||||
| Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification) | ||||||||||
| Gan Attack Against Federated Deep Learning | 46 | a year ago | mit | Python | ||||||
| The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. | ||||||||||
| Datapoisoning_fl | 31 | 3 years ago | 1 | Python | ||||||
| Code for Data Poisoning Attacks Against Federated Learning Systems | ||||||||||
| Federated Learning | 12 | 4 years ago | ||||||||
| Related material on Federated Learning | ||||||||||
| 6.867 Final Project | 9 | a year ago | mit | Python | ||||||
| Adversarial attacks and defenses against federated learning. | ||||||||||
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Python
Convolutional Neural Networks
Attack
Generative Adversarial Network
Baseline
Federation