SCSM: A Traffic-Native Foundation Model for Transferable Website Fingerprinting

Xianwen Deng, Ruijie Zhao, Mingwei Zhan +2

Website fingerprinting infers the websites visited by users from encrypted traffic metadata. However, models trained under fixed collection conditions often degrade as website sets…