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This PR fixes the standard deviation calculation when using a fixed variance.
The code is copied correctly from:
https://github.com/carlini/privacy/blob/afe6ea7699a93899011d47aa13c4bf9a19c0c8ad/research/mi_lira_2021/plot.py#L82-L84
But, the @carlini paper seems to suggest that it should be calculated as in this PR?
And further stated in the Appendix: