CipherSight: Robust Website Fingerprinting via Record-Resource Semantic Supervision under Distribution Shifts

Runhan Song, Qiqi Liu, Chuanzhou Pan +6

HTTPS website fingerprinting (WF) aims to identify visited websites from metadata observable in encrypted traffic. However, real-world deployments introduce a significant out-of-di…