Anomaly detection method for intelligent UAV networks based on collaborative adversarial enhanced generative model

SUI He; MA Chunyan; LONG Lingchun; GU Zhaojun; LIU Jiajia; DING Lei

doi:10.11959/j.issn.1000-436x.2025218

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Anomaly detection method for intelligent UAV networks based on collaborative adversarial enhanced generative model

Papers | 更新时间：2025-12-25

- Anomaly detection method for intelligent UAV networks based on collaborative adversarial enhanced generative model
- Journal on Communications Vol. 46, Issue 11, Pages: 197-213(2025)
- 作者机构：
  
  1.中国民航大学航空工程学院，天津 300300
  2.中国民航大学信息安全测评中心，天津 300300
  3.中北大学机械工程学院，山西太原 030051
  4.广州大学网络空间安全学院，广东广州 510006
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(U2333201)
- DOI：10.11959/j.issn.1000-436x.2025218
  CLC： TP391.0
- Received：19 August 2025，
  
  Revised：2025-12-03，
  
  Accepted：04 December 2025，
  
  Published：25 November 2025
- 稿件说明：
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隋翯,马春燕,龙岭春等.基于协同对抗增强生成模型的智能无人机网络异常检测方法[J].通信学报,2025,46(11):197-213.

SUI He,MA Chunyan,LONG Lingchun,et al.Anomaly detection method for intelligent UAV networks based on collaborative adversarial enhanced generative model[J].Journal on Communications,2025,46(11):197-213.
隋翯,马春燕,龙岭春等.基于协同对抗增强生成模型的智能无人机网络异常检测方法[J].通信学报,2025,46(11):197-213. DOI： 10.11959/j.issn.1000-436x.2025218.

SUI He,MA Chunyan,LONG Lingchun,et al.Anomaly detection method for intelligent UAV networks based on collaborative adversarial enhanced generative model[J].Journal on Communications,2025,46(11):197-213. DOI： 10.11959/j.issn.1000-436x.2025218.

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Anomaly detection method for intelligent UAV networks based on collaborative adversarial enhanced generative model

DOI：10.11959/j.issn.1000-436x.2025218