151 citations · 424 across the 27 of their papers we have counts for
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cs.CR2020★ 9 cited
Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection
Ruixiang Tang, Mengnan Du, Xia Hu
In this paper, we present DSN (Deep Serial Number), a simple yet effective watermarking algorithm designed specifically for deep neural networks (DNNs). Unlike traditional methods…
cs.CR2020★ 12 cited
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks
Ruixiang Tang, Mengnan Du, Ninghao Liu +2
With the widespread use of deep neural networks (DNNs) in high-stake applications, the security problem of the DNN models has received extensive attention. In this paper, we invest…
cs.CV2020★ 2 cited
Mitigating Gender Bias in Captioning Systems
Ruixiang Tang, Mengnan Du, Yuening Li +3
Image captioning has made substantial progress with huge supporting image collections sourced from the web. However, recent studies have pointed out that captioning datasets, such…