Table 1 Computational overhead of completing one round of training.

From: Group verifiable secure aggregate federated learning based on secret sharing

 

Key distribution (ms)

Secret sharing (ms)

Model training and masking (ms)

Aggregation (ms)

Verify (ms)

PPML27

40.66

15.88

624.95

665.13

 

EPPDA30

40.87

15.37

625.59

27.56

 

VerSA36

40.77

16.01

628.86

687.13

0.21

GVSA

40.83

1.54

628.19

2.93

0.19

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