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GitHub / zhuohangli / GGL
A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhuohangli%2FGGL
Stars: 49
Forks: 13
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 897 KB
Dependencies:
10
Created: about 2 years ago
Updated: 3 months ago
Last pushed: over 1 year ago
Last synced: 3 months ago
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Dependencies
requirements.txt
pypi
- gpytorch *
- lpips >=0.1.4
- matplotlit >=3.2.1
- nevergrad >=0.4.3.post8
- numpy >=1.18.4
- pandas >=1.1.3
- pytorch_pretrained_biggan >=0.1.1
- torch >=1.4.0
- torchvision >=0.5.0
- tqdm >=4.62.0