Decision Boundary Analysis of Adversarial Examples

ICLR 2018 Warren HeBo LiDawn Song

Deep neural networks (DNNs) are vulnerable to adversarial examples, which are carefully crafted instances aiming to cause prediction errors for DNNs. Recent research on adversarial examples has examined local neighborhoods in the input space of DNN models... (read more)

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