Optimal distributed detection in the presence of Byzantines

  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},
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
Highly Cited
This paper has 45 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.


Publications citing this paper.
Showing 1-10 of 34 extracted citations


Publications referenced by this paper.
Showing 1-10 of 15 references

and P

  • B. Kailkhura, S. Brahma
  • K. Varshney, “Optimal byzantine attack on…
  • 2013
1 Excerpt

Similar Papers

Loading similar papers…