arxiveess.SP2026-07-16
Denoising-Autoencoder-Assisted Physical Layer Secret Key Generation
Zhengyu Xu, Shun Kojima, Shinya Sugiura
In this paper, we propose denoising autoencoder (DAE)-assisted secret key generation (SKG), where channel noise reciprocity imperfections induced due to wireless channel measurements are suppressed, hence significantly enhancing the reliability and efficiency. More specifically,…