Privacy-Preserving Distributed Algorithm for Sparse Vector Sum

نویسندگان

چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Privacy-Preserving Distributed Association-Rule-Mining Algorithm

Data mining is a process that analyzes voluminous digital data in order to discover hidden but useful patterns from digital data. However, the discovering of such hidden patterns has statistical meaning and may often disclose some sensitive information. As a result, privacy becomes one of the prime concerns in the datamining research community. Since distributed association mining discovers ass...

متن کامل

A privacy-preserving algorithm for distributed constraint optimization

Distributed constraint optimization problems enable the representation of many combinatorial problems that are distributed by nature. An important motivation for such problems is to preserve the privacy of the participating agents during the solving process. The present paper introduces a novel privacy-preserving algorithm for this purpose. The proposed algorithm requires a secure solution of s...

متن کامل

A General Framework for Privacy-Preserving Distributed Greedy Algorithm

Increasingly more attention is paid to the privacy in online applications due to the widespread data collection for various analysis purposes. Sensitive information might be mined from the raw data during the analysis, and this led to a great privacy concern among people (data providers) these days. To deal with this privacy concerns, multitudes of privacypreserving computation schemes are prop...

متن کامل

SPPM: Sparse Privacy Preserving Mappings

We study the problem of a user who has both public and private data, and wants to release the public data, e.g. to a recommendation service, yet simultaneously wants to protect his private data from being inferred via big data analytics. This problem has previously been formulated as a convex optimization problem with linear constraints where the objective is to minimize the mutual information ...

متن کامل

Privacy - Preserving Distributed Computation

P4P: A Practical Framework for Privacy-Preserving Distributed Computation

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Bulletin of the Belgian Mathematical Society - Simon Stevin

سال: 2010

ISSN: 1370-1444

DOI: 10.36045/bbms/1274896202