Xiaoqing Fan, Joel Llewelyn, A. Wagner, Matthew P. Kuzdeba
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引用次数: 1

摘要

我们考虑一个通信问题,其中发射机将一个源编码成几个流,这些流在途中会被无所不知的对手修改。我们设计的编码具有失真保证,随着对手改变的流数量的增加,失真保证会逐渐降低。值得注意的是,我们发现高度冗余编码和非编码传输的混合优于保护所有传输数据免受对抗性攻击的方案。这一发现在理论上和实验上都得到了证实。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Resilient communication against adversarial path-errors
We consider a communication problem in which a transmitter encodes a source into several streams that are subject to modification by an omniscient adversary while en route. We design encodings with a distortion guarantee that degrades gradually as the number of streams that the adversary alters increases. Notably, we find that a mixture of highly redundant coding and uncoded transmission outperforms schemes that protect all of the transmitted data against adversarial attack. This finding is confirmed both theoretically and experimentally.
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