Distributed Inference in the Presence of Eavesdroppers: A Survey
The distributed inference framework comprises a group of spatially distributed nodes that acquire observations about a POI and transmit computed summary statistics to the fusion center. Based on the messages received from the nodes, the FC makes a global inference about the POI. The distributed and broadcast nature of such systems makes them quite vulnerable to different types of attacks. This article focuses on efficient mitigation schemes to mitigate the impact of eavesdropping on distributed inference and surveys the currently available approaches along with avenues for future research.
B. Kailkhura et al., "Distributed Inference in the Presence of Eavesdroppers: A Survey," IEEE Communications Magazine, vol. 53, no. 6, pp. 40 - 46, Institute of Electrical and Electronics Engineers (IEEE), Jun 2015.
The definitive version is available at https://doi.org/10.1109/MCOM.2015.7120015
Keywords and Phrases
Distributed Inference; Distributed Nodes; Fusion Center; Mitigation Schemes; Summary Statistic, Surveys
International Standard Serial Number (ISSN)
Article - Journal
© 2015 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
01 Jun 2015