A Machine Learning Assisted Device Fingerprint Identification Technique for TDM-PON System
Wanchao Gao, Chengpeng Fan, Xiaoxiao Dai, Yuanxiang Wang, Weiqi Lu, Mengfan Cheng, Lei Deng, Qi Yang, Deming Liu · 26th Optoelectronics and Communications Conference · 2021
A device fingerprint identification technique is proposed based on wavelet transform and CNN classification. It can significantly accelerate the multi-path timing alignment process and improve user security. © 2021 The Author(s)