Title | ||
---|---|---|
Binary Hypothesis Testing With Byzantine Sensors: Fundamental Tradeoff Between Security and Efficiency. |
Abstract | ||
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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 Ren | 1 | 58 | 12.21 |
Jiaqi Yan | 2 | 86 | 20.10 |
Yilin Mo | 3 | 891 | 51.51 |