TY - GEN
T1 - Honeypot Active Defense Technology for UAV Cyber Range
AU - Miao, Shangting
AU - Li, Yang
AU - Pan, Quan
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - The current research focuses on the physical security of UAV, while there are few studies on UAV information security. Moreover, the frequency of various security problems caused by UAV has been increasing in recent years, so research on UAV information security is urgent. In order to solve the high cost of UAV experiments, complex protocol types, and hidden security problems, we designe a UAV cyber range and analyze the attack and defense scenarios of three types of honeypot deployment. On this basis, we propose a UAV honeypot active defense strategy based on reinforcement learning. The active defense model of UAV honeypot is described of four dimensions: state, action, reward, and strategy. The simulation results show that the UAV honeypot strategy can maximize the capture of attacker data, which has important theoretical significance for the research of UAV information security.
AB - The current research focuses on the physical security of UAV, while there are few studies on UAV information security. Moreover, the frequency of various security problems caused by UAV has been increasing in recent years, so research on UAV information security is urgent. In order to solve the high cost of UAV experiments, complex protocol types, and hidden security problems, we designe a UAV cyber range and analyze the attack and defense scenarios of three types of honeypot deployment. On this basis, we propose a UAV honeypot active defense strategy based on reinforcement learning. The active defense model of UAV honeypot is described of four dimensions: state, action, reward, and strategy. The simulation results show that the UAV honeypot strategy can maximize the capture of attacker data, which has important theoretical significance for the research of UAV information security.
KW - Active Defense
KW - Honeypot
KW - Reinforcement Learning
KW - UAV Cyber Range
UR - https://www.scopus.com/pages/publications/85151153469
U2 - 10.1109/CAC57257.2022.10054946
DO - 10.1109/CAC57257.2022.10054946
M3 - 会议稿件
AN - SCOPUS:85151153469
T3 - Proceedings - 2022 Chinese Automation Congress, CAC 2022
SP - 30
EP - 35
BT - Proceedings - 2022 Chinese Automation Congress, CAC 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 Chinese Automation Congress, CAC 2022
Y2 - 25 November 2022 through 27 November 2022
ER -