Which Optimizer Leaks Most? Optimizer Implicit Bias as a Training-Data Privacy Controller

Sagi Habani, Yehonathan Refael, Ofir Lindenbaum

Releasing a neural network checkpoint can leak information about its training data, and existing reconstruction results rely on gradient-descent training. We ask whether the choice…