BriefGPT.xyz
Sep, 2018
文本分类神经网络对抗性重编程
Adversarial Reprogramming of Sequence Classification Neural Networks
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Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar
TL;DR
本论文介绍一种基于上下文的词汇重映射模型,同时提出了针对该模型的白盒和黑盒训练流程,以实现通过敌对程序将LSTM等文本分类模型重新用于其他分类任务。
Abstract
adversarial reprogramming
has demonstrated success in utilizing pre-trained
neural network classifiers
for alternative classification tasks without modification to the original network. An adversary in such an at
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