International Association
for Cryptologic Research

We prove a bound that approaches Duc et al.'s conjecture from Eurocrypt 2015 for the side-channel security of masked implementations. Let \(Y\) be a sensitive intermediate variable of a cryptographic primitive taking its values in a set \(\mathcal{Y}\). If \(Y\) is protected by masking (a.k.a. secret sharing) at order \(d\) (i.e., with $d+1$ shares), then the complexity of any non-adaptive side-channel analysis --- measured by the number of queries to the target implementation required to guess the secret key with sufficient confidence --- is lower bounded by a quantity inversely proportional to the product of mutual informations between each share of \(Y\) and their respective leakage. Our new bound is nearly tight in the sense that each factor in the product has an exponent of \(-1\) as conjectured, and its multiplicative constant is\(\mathcal{O}\left(\log |\mathcal{Y}| \cdot |\mathcal{Y}|^{-1} \cdot C^{-d}\right)\), where \(C = 2 \log(2) \approx 1.38\). It drastically improves upon previous proven bounds, where the exponent was \(-1/2\), and the multiplicative constant was \(\mathcal{O}\left(|\mathcal{Y}|^{-d}\right)\). As a consequence for side-channel security evaluators, it is possible to provably and efficiently infer the security level of a masked implementation by simply analyzing each individual share, under the necessary condition that the leakage of these shares are independent.