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Guang-Jie Liu

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Preprint Sep 2026

Inevitability of Encrypted Traffic Side-Channel Leakage in the Multi-Class Setting

A summation-form MI lower bound over all active classes, a cascade critical cost theorem and a per-class budget corollary, nonzero where the uniform-budget bound vanishes, and an accuracy corollary.

Guang-Jie Liu, Guang Cheng, Wei-Wei Liu · 0 citations