摘要
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.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | Proceedings - 2022 Chinese Automation Congress, CAC 2022 |
| 出版商 | Institute of Electrical and Electronics Engineers Inc. |
| 页 | 30-35 |
| 页数 | 6 |
| ISBN(电子版) | 9781665465335 |
| DOI | |
| 出版状态 | 已出版 - 2022 |
| 活动 | 2022 Chinese Automation Congress, CAC 2022 - Xiamen, 中国 期限: 25 11月 2022 → 27 11月 2022 |
出版系列
| 姓名 | Proceedings - 2022 Chinese Automation Congress, CAC 2022 |
|---|---|
| 卷 | 2022-January |
会议
| 会议 | 2022 Chinese Automation Congress, CAC 2022 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Xiamen |
| 时期 | 25/11/22 → 27/11/22 |
联合国可持续发展目标
此成果有助于实现下列可持续发展目标:
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可持续发展目标 7 经济适用的清洁能源
学术指纹
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