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Robust Smart Home Face Recognition under Starving Federated Data. (arXiv:2211.05410v2 [cs.LG] UPDATED)
Nov. 22, 2022, 2:20 a.m. | Jaechul Roh, Yajun Fang
cs.CR updates on arXiv.org arxiv.org
Over the past few years, the field of adversarial attack received numerous
attention from various researchers with the help of successful attack success
rate against well-known deep neural networks that were acknowledged to achieve
high classification ability in various tasks. However, majority of the
experiments were completed under a single model, which we believe it may not be
an ideal case in a real-life situation. In this paper, we introduce a novel
federated adversarial training method for smart home face …
data face recognition home recognition smart smart home under
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