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. 2023 Oct 5;9:e1616. doi: 10.7717/peerj-cs.1616

Table 12. Comparison with state-of-the-art techniques.

Defense technique Model accuracy (%) Attack performance
Randomized response 0.57
DP-SGD 0.52
MemGuard 83.2 0.66
Adversarial regularizations 78.5 0.57
SELENA 79.3 0.54
DP-BCD 80 0.51