TY - GEN
T1 - Distributed compressive detection with perfect secrecy
AU - Kailkhura, Bhavya
AU - Wimalajeewa, Thakshila
AU - Shen, Lixin
AU - Varshney, Pramod K.
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2015/2/6
Y1 - 2015/2/6
N2 - This paper considers the problem of distributed compressive detection under a perfect secrecy constraint. More specifically, we consider the problem where the distributed inference network operates in the presence of an eavesdropper who wants to discover the state of the nature being monitored by the system. It is shown that perfect secrecy can be achieved by using cooperating trustworthy nodes that assist the Fusion Center (FC) by providing falsified data to the eavesdroppers. We also consider the problem of determining optimal system parameters which maximize the detection performance at the FC, while ensuring perfect secrecy at the eavesdropper.
AB - This paper considers the problem of distributed compressive detection under a perfect secrecy constraint. More specifically, we consider the problem where the distributed inference network operates in the presence of an eavesdropper who wants to discover the state of the nature being monitored by the system. It is shown that perfect secrecy can be achieved by using cooperating trustworthy nodes that assist the Fusion Center (FC) by providing falsified data to the eavesdroppers. We also consider the problem of determining optimal system parameters which maximize the detection performance at the FC, while ensuring perfect secrecy at the eavesdropper.
KW - Compressive detection
KW - data falsification
KW - eavesdropping attack
KW - friendly Byzantines
KW - random projections
UR - http://www.scopus.com/inward/record.url?scp=84925353267&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84925353267&partnerID=8YFLogxK
U2 - 10.1109/MASS.2014.40
DO - 10.1109/MASS.2014.40
M3 - Conference contribution
AN - SCOPUS:84925353267
T3 - Proceedings - 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2014
SP - 674
EP - 679
BT - Proceedings - 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2014
Y2 - 28 October 2014 through 30 October 2014
ER -