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Shortcut in Generalization: Rethinking Evaluation Protocol for Encrypted Traffic Classification

Yu, Qiming et al.
arXiv (All) · Papers
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networking-and-internet-architecture
Encrypted traffic classification is commonly evaluated under a range of experimental protocols, with classification performance reported as the primary measure. However, the reported performance may be influenced by shortcuts left uncontrolled in the evaluation protocol, such as shortcut features an
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