Querying Kernel Methods Suffices for Reconstructing their Training Data

Daniel Barzilai, Yuval Margalit, Eitan Gronich +3

Over-parameterized models have raised concerns about their potential to memorize training data, even when achieving strong generalization. The privacy implications of such memoriza…