We consider the problem of private polynomial computation (PPC) from a distributed storage
system (DSS). In such setting a user wishes to compute a multivariate polynomial of degree …

Private computation in a distributed storage system (DSS) is a generalization of the private
information retrieval (PIR) problem. In such a setting, a user wishes to compute a function of …

In this paper, we introduce the problem of private sequential function computation, where a
user wishes to compute a composition of a sequence of K linear functions, in a specific …

This paper introduces the problem of Private Linear Transformation (PLT) which generalizes
the problems of private information retrieval and private linear computation. The PLT …

In this paper, we argue that in many basic algorithms for machine learning, including support
vector machine (SVM) for classification, principal component analysis (PCA) for …

In this work, we consider private monomial computation (PMC) for replicated noncolluding
databases. In PMC, a user wishes to privately retrieve an arbitrary multivariate monomial …

Private computation in a distributed storage system (DSS) is a generalization of the private
information retrieval (PIR) problem. In such setting a user wishes to compute a function of $ f …

In this paper, we study the problem of private function computation, where a user wants to
compute a function of some inputs, using N∈ N servers, where the function is a private …

We consider the problem of private computation (PC) in a distributed storage system. In such
a setting a user wishes to compute a function of f messages replicated across n …

Abstract (EN) Communication systems are experiencing a fundamental change. There are
novel applications that require an increased performance not only of throughput but also …