4 papers
FlowAtom: Atom-Based Evidence Aggregation for Multi-Label Website Fingerprinting
Chongru Fan, Wentao Huang, Wei Wang +4
Identifying the set of monitored websites in mixed encrypted traffic is challenging because an individual flow often provides only partial evidence of website identity. To address…
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…
ResAware: Cross-Environment Website Fingerprinting via Resource-Privileged Distillation
Chongru Fan, Wei Wang, Wentao Huang +5
While Website Fingerprinting (WF) attacks achieve high accuracy in controlled laboratory settings, they often degrade substantially in real-world environments due to spatio-tempora…
CTISum: A New Benchmark Dataset For Cyber Threat Intelligence Summarization
Wei Peng, Junmei Ding, Wei Wang +4
Cyber Threat Intelligence (CTI) summarization involves generating concise and accurate highlights from web intelligence data, which is critical for providing decision-makers with a…