Name
Abstract | ||
|---|---|---|
In this paper, we consider the problem of sequential detection with m sensors in adversarial environment. An attacker intends to increase the detection error by modifying n out of m sensors' measurements. On the other hand, the detector needs to be designed to achieve the optimal performance during the attack. The problem is formulated as a game between detector and adversary in this paper. We study both cases where m > 2n and m ≤ 2n, and obtain an equilibrium strategy pair of detection rule and attack scheme for both cases. Furthermore, we investigate the efficiency of our proposed detection strategy in the absence of attacker. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/CDC.2017.8263661 | 2017 IEEE 56th Annual Conference on Decision and Control (CDC) |
Keywords | Field | DocType |
optimal performance,detection rule,game theory,equilibrium strategy pair,attack scheme,detection error,adversarial environment,sequential detection | Mathematical optimization,Computer science,Adversary,Detector,Adversarial system | Conference |
ISSN | ISBN | Citations |
0743-1546 | 978-1-5090-2874-0 | 0 |
PageRank | References | Authors |
0.34 | 4 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jiaqi Yan | 1 | 86 | 20.10 |
| Xiaoqiang Ren | 2 | 58 | 12.21 |
| Yilin Mo | 3 | 891 | 51.51 |