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Nov, 2020
Deep Serial Number: DNN知识产权保护的计算水印技术
Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection
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Ruixiang Tang, Mengnan Du, Xia Hu
TL;DR
本文介绍了一个新的深度水印技术:DSN,它可以防止被未授权的用户非法使用窃取的模型。DSN使用序列号嵌入到DNN中,它能够有效地保护DNN的知识产权,同时抵御多种攻击,不影响原有性能。
Abstract
In this paper, we introduce DSN (Deep
serial number
), a new
watermarking
approach that can prevent the stolen model from being deployed by unauthorized parties. Recently,
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