DualEvo: Open-Set Mobile Traffic Identification via Signature-Gated Contextual Verification
- 1 December 2026
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Mobile Computing
- Vol. 25 (12) , 23979-23995
Abstract
No abstract availableFunding Information
- National Natural Science Foundation of China (U2436601)
- CCF-NSFOCUS Kun-Peng Scientific Research Fund (2025011)
- Open Foundation of Key Laboratory of Data Protection and Security Assessment in the Industrial Field
- Ministry of Industry and Information Technology (IDPSA2026-008)
This publication has 52 references indexed in Scilit:
- A survey on encrypted network traffic: A comprehensive survey of identification/classification techniques, challenges, and future directionsComputer Networks, 2024
- Deep learning and pre-training technology for encrypted traffic classification: A comprehensive reviewNeurocomputing, 2024
- Network traffic classification: Techniques, datasets, and challengesDigital Communications and Networks, 2024
- Machine learning with a reject option: a surveyMachine Learning, 2024
- An adaptive classification and updating method for unknown network traffic in open environmentsComputer Networks, 2023
- A comprehensive analysis of website fingerprinting defenses on TorComputers & Security, 2023
- Accurate mobile-app fingerprinting using flow-level relationship with graph neural networksComputer Networks, 2022
- A data skew-based unknown traffic classification approach for TLS applicationsFuture Generation Computer Systems, 2022
- Network traffic classification for data fusion: A surveyInformation Fusion, 2021
- Towards automatic protocol field inferenceComputer Communications, 2016