A Spectral Theory of Local-to-Global Leakage↗ (원문, 새 창)

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This paper studies how local leakages characterize the global leakage in additive secret sharing over a finite abelian group, which is a special case of linear secret sharing and side-channel masking. Our main finding is structural: local-to-global leakage is governed by two disjoint components---the magnitude of local leakage and its spectral alignment across shares, while existing literature attempted to characterize the global leakage only by local mutual information (MI). We first give an ex