Eugene Bagdasaryan (@ebagdasa)
github

ebagdasa

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Top repositories

1

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
Python
329
star
2

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
Python
267
star
3

multimodal_injection

Jupyter Notebook
58
star
4

federated_adaptation

Salvaging Federated Learning by Local Adaptation
Python
55
star
5

pytorch-privacy

simple Differential Privacy in PyTorch
Python
47
star
6

differential-privacy-vs-fairness

Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19
Python
34
star
7

propaganda_as_a_service

Code for paper: "Spinning Language Models: Risks of Propaganda-as-a-Service and Countermeasures"
Python
21
star
8

backdoored_transformers

Python
8
star
9

mithridates

Measure and Boost Backdoor Robustness
Jupyter Notebook
8
star
10

adversarial_illusions

Code for "Adversarial Illusions in Multi-Modal Embeddings"
Jupyter Notebook
4
star
11

location-heatmaps

Jupyter Notebook
2
star
12

slack-outlook

Python
2
star
13

federated_homework

CS5436/INFO5303 HW 5, Federated Learning part
Jupyter Notebook
1
star
14

tinycloud

TinyCloud: Cloudlet design on ARM platform.
Python
1
star