Optimal distributed detection in the presence of Byzantines

@article{Kailkhura2013OptimalDD,
  title={Optimal distributed detection in the presence of Byzantines},
  author={Bhavya Kailkhura and Swastik Brahma and Yunghsiang Sam Han and Pramod K. Varshney},
  journal={2013 IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2013},
  pages={2925-2929}
}
This paper considers the problem of optimal distributed detection with independent identical sensors in the presence of Byzantine attacks. By considering the attacker to be strategic in nature, we address the issue of designing the optimal fusion rule and the local sensor thresholds that minimize the probability of error at the fusion center (FC).We first consider the problem of finding the optimal fusion rule under the constraint of fixed local sensor thresholds and fixed Byzantine strategy… CONTINUE READING
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  • B. Kailkhura, S. Brahma
  • K. Varshney, “Optimal byzantine attack on…
  • 2013
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