Web: http://arxiv.org/abs/2206.07284

June 16, 2022, 1:10 a.m. | Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao

cs.LG updates on arXiv.org arxiv.org

Recent studies have shown that the training samples can be recovered from
gradients, which are called Gradient Inversion (GradInv) attacks. However,
there remains a lack of extensive surveys covering recent advances and thorough
analysis of this issue. In this paper, we present a comprehensive survey on
GradInv, aiming to summarize the cutting-edge research and broaden the horizons
for different domains. Firstly, we propose a taxonomy of GradInv attacks by
characterizing existing attacks into two paradigms: iteration- and
recursion-based attacks. In …

arxiv attacks future gradient lg on survey

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