Resilient communication against adversarial path-errors.
IEEE Military Communications Conference(2017)
摘要
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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关键词
resilient communication,adversarial path-errors,omniscient adversary,distortion guarantee,uncoded transmission,adversarial attack,source code
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