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[Preprint]. 2024 Sep 24:2024.09.18.612131. [Version 2] doi: 10.1101/2024.09.18.612131

TABLE IV:

Alignment percentages and weighted GI/BI scores for different segment lengths, of the generated sequences from the public model trained on public data only with PKMT, and the model further trained on private data with DP-SGD, against different datasets.

Alignment Segment 1k 5k 20k 50k
Align % GI BI Align % GI BI Align % GI BI Align % GI BI
Pub trained against pub 63.36 0.9848 0.9978 63.44 0.9016 0.9969 61.06 0.9045 0.9952 55.55 0.9014 0.9948
Pub trained against priv 63.12 0.9823 0.9975 63.31 0.9001 0.9968 60.94 0.9045 0.9952 56.26 0.9016 0.9949
DP trained against priv 34.04 0.9472 0.9908 13.24 0.8540 0.9887 2.02 0.5060 0.9591 0.00 0.0000 0.0000