Combining DP-SAT with De et al.'s generalization techniques reaches 81.11% accuracy under (8, 10^-5)-DP on CIFAR-10, while amplifying bias on skewed datasets.
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The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification
Combining DP-SAT with De et al.'s generalization techniques reaches 81.11% accuracy under (8, 10^-5)-DP on CIFAR-10, while amplifying bias on skewed datasets.