High-robustness integrated adversarial training method for fingerprint-based indoor localization systems

In response to the vulnerability of fingerprint-based indoor positioning models to adversarial sample attacks, as well as the high resource overhead and limited generalization ability of traditional adversarial training, an ensemble adversarial defense method based on data augmentation and distillat...

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Bibliographic Details
Main Authors: ZHANG Xuejun, LI Mei, CHEN Hui, WANG Guohua
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2025-01-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025138/
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