Title
Binary Hypothesis Testing With Byzantine Sensors: Fundamental Tradeoff Between Security and Efficiency.
Abstract
This paper studies binary hypothesis testing based on measurements from a set of sensors, a subset of which can be compromised by an attacker. The measurements from a compromised sensor can be manipulated arbitrarily by the adversary. The asymptotic exponential rate, with which the probability of error goes to zero, is adopted to indicate the detection performance of a detector. In practice, we ex...
Year
DOI
Venue
2018
10.1109/TSP.2017.2788420
IEEE Transactions on Signal Processing
Keywords
Field
DocType
Security,Detectors,Testing,Sensor systems,Sensor fusion,Time measurement
Mathematical optimization,Exponential function,Adversary,Binary hypothesis testing,Probability of error,Detector,Statistical hypothesis testing,Mathematics,Special case
Journal
Volume
Issue
ISSN
66
6
1053-587X
Citations 
PageRank 
References 
1
0.37
0
Authors
3
Name
Order
Citations
PageRank
Xiaoqiang Ren15812.21
Jiaqi Yan28620.10
Yilin Mo389151.51