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Search results for attack federation

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Backdoors101 ⭐ 231

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

Modelpoisoning ⭐ 121

Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470

Trojai Literature ⭐ 102

Adfsbrute ⭐ 85

A script to test credentials against Active Directory Federation Services (ADFS), allowing password spraying or bruteforce attacks.

Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)

Gan Attack Against Federated Deep Learning ⭐ 46

The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.

Datapoisoning_fl ⭐ 31

Code for Data Poisoning Attacks Against Federated Learning Systems

Federated Learning ⭐ 12

Related material on Federated Learning

6.867 Final Project ⭐ 9

Adversarial attacks and defenses against federated learning.

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