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Optimum decision fusion in the presence of malicious nodes—often referred to as Byzantines—is hindered by the necessity of exactly knowing the statistical behavior of Byzantines. In this paper, we focus on a simple, yet widely adopted, setup in which a fusion center (FC) is asked to make a binary decision about a sequence of system states by relying on the possibly corrupted decisions provided by...
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