Trajectory reconstruction attacks on differential privacy based on a CNN-BiLSTM-Attention hybrid model

XIE Lixia; ZHAO Erkang; YANG Hongyu; LIU Zheli; ZHAO Yongxin

doi:10.11959/j.issn.1000-436x.2025252

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Trajectory reconstruction attacks on differential privacy based on a CNN-BiLSTM-Attention hybrid model

Papers | 更新时间：2026-01-21

- Trajectory reconstruction attacks on differential privacy based on a CNN-BiLSTM-Attention hybrid model
- Journal on Communications Vol. 46, Issue 12, Pages: 138-156(2025)
- 作者机构：
  
  1.中国民航大学计算机科学与技术学院，天津 300300
  2.中国民航大学安全工程学院，天津 300300
  3.南开大学网络空间安全学院，天津 300350
  4.天津理工大学计算机科学与工程学院，天津 300384
- 作者简介：
- 基金信息：
  
  Civil Aviation Joint Research Fund Project of the National Natural Science Foundation of China(U2433205)
- DOI：10.11959/j.issn.1000-436x.2025252
  CLC： TP309.2
- Received：19 August 2025，
  
  Revised：2025-12-20，
  
  Accepted：21 December 2025，
  
  Published：25 December 2025
- 稿件说明：
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谢丽霞,赵尔康,杨宏宇等.基于CNN-BiLSTM-Attention融合模型的差分隐私轨迹重构攻击[J].通信学报,2025,46(12):138-156.

XIE Lixia,ZHAO Erkang,YANG Hongyu,et al.Trajectory reconstruction attacks on differential privacy based on a CNN-BiLSTM-Attention hybrid model[J].Journal on Communications,2025,46(12):138-156.
谢丽霞,赵尔康,杨宏宇等.基于CNN-BiLSTM-Attention融合模型的差分隐私轨迹重构攻击[J].通信学报,2025,46(12):138-156. DOI： 10.11959/j.issn.1000-436x.2025252.

XIE Lixia,ZHAO Erkang,YANG Hongyu,et al.Trajectory reconstruction attacks on differential privacy based on a CNN-BiLSTM-Attention hybrid model[J].Journal on Communications,2025,46(12):138-156. DOI： 10.11959/j.issn.1000-436x.2025252.

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Trajectory reconstruction attacks on differential privacy based on a CNN-BiLSTM-Attention hybrid model

DOI：10.11959/j.issn.1000-436x.2025252