Leakage-Resilient Cryptography

We construct a stream-cipher SC whose \emph{implementation} is secure even if arbitrary (adversely chosen) information on the internal state of SC is leaked during computation. This captures \emph{all} possible side-channel attacks on SC where the amount of information leaked in a given period is bounded, but overall cankbe arbitrary large, in particular much larger than the internalkstate of SC. The only other assumption we make on the \emph{implementation} of SC is that only data that is accessedkduring computation leaks information. The construction can be based on any pseudorandom generator, and the only computational assumption we make is that this PRG is secure against non-uniform adversaries in the classical sense (i.e. when there are no side-channels). The stream-cipher SC generates its output in chunks $K_1,K_2,\ldots$, and arbitrary but bounded information leakage is modeled by allowing the adversary to adaptively chose a function $f_\ell:\{0,1\}^*\rightarrow\{0,1\}^\lambda$ before $K_\ell$ is computed, she then gets $f_\ell(\tau_\ell)$ where $\tau_\ell$ is the internal state of $\SC$ that is accessed during the computation of $K_\ell$. One notion of security we prove for $\SC$ is that $K_\ell$ is indistinguishable from random when given $K_1,\ldots,K_{\ell-1}$, $f_1(\tau_1),\ldots, f_{\ell-1}(\tau_{\ell-1})$ and also the complete internal state of SC after $K_{\ell+1}$ has been computed (i.e. our cipher is forward-secure). The construction is based on alternating extraction (previously used in the intrusion-resilient secret-sharing scheme from FOCS'07). We move this concept to the computational setting by proving a lemma that states that the output of any PRG has high HILL pseudoentropy (i.e. is indistinguishable from some distribution with high min-entropy) even if arbitrary information about the seed is leaked. The amount of leakage $\leak$ that we can tolerate in each step depends on the strength of the underlying PRG, it is at least logarithmic, but can be as large as a constant fraction of the internal state of SC if the PRG is exponentially hard.