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Differentially private detection of COVID-19 in X-ray images with evaluation against membership inference attacks.

arxiv.org/abs/2211.11434

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procrastimax/mia-covid

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mia_covid
mia_covid
 
 
weights/pneumonia
weights/pneumonia
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
jupyter_example.ipynb
jupyter_example.ipynb
 
 
mia_covid.job
mia_covid.job
 
 
requirements_clara-cluster.txt
requirements_clara-cluster.txt
 
 
requirements_local.txt
requirements_local.txt
 
 
wandb_data.ipynb
wandb_data.ipynb
 
 

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mia-covid

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Differentially private detection of COVID-19 in X-ray images with evaluation against membership inference attacks.

arxiv.org/abs/2211.11434

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  • Jupyter Notebook 90.4%
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