Výsledky vyhledávání - "Smith, Guillaume"

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Entity Resolution and Federated Learning get a Federated Resolution

Autor: Nock, Richard, Hardy, Stephen, Henecka, Wilko, Ivey-Law, Hamish, Patrini, Giorgio, Smith, Guillaume, Thorne, Brian

Consider two data providers, each maintaining records of different feature sets about common entities. They aim to learn a linear model over the whole set of features. This problem of federated learning over vertically partitioned data includes a cru

Externí odkaz: http://arxiv.org/abs/1803.04035

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Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption

Autor: Hardy, Stephen, Henecka, Wilko, Ivey-Law, Hamish, Nock, Richard, Patrini, Giorgio, Smith, Guillaume, Thorne, Brian

Consider two data providers, each maintaining private records of different feature sets about common entities. They aim to learn a linear model jointly in a federated setting, namely, data is local and a shared model is trained from locally computed

Externí odkaz: http://arxiv.org/abs/1711.10677

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Dissertation/ Thesis

Concevoir des applications temps-réel respectant la vie privée en exploitant les liens entre codes à effacements et les mécanismes de partages de secrets

Autor: Smith, Guillaume

Une large quantité de données personnelles sont partagées en temps réel par des utilisateurs en ligne, utilisant de plus en plus des terminaux mobiles avec connexion sans-fil. L'industrie s'efforce d'accumuler et d'analyser ces données pour four

Externí odkaz: http://www.theses.fr/2014ESAE0045/document

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Method for encoding data in bursts

Autor: Smith, Guillaume, Lacan, Jérôme, Clarac, Laurence

The invention relates to a method for encoding data in a sequence of bursts (..., Bi-2, Bi-1, Bi, Bi+1,...), wherein each burst includes a block of data symbols and a block of redundancy symbols. The block of redundancy symbols (Ri) of the current bu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::5128c05b582f889da9f34d6db4f758d1
https://oatao.univ-toulouse.fr/10869/

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Enabling Private Real-Time Applications by Exploiting the Links Between Erasure Coding and Secret Sharing Mechanisms

Autor: Smith, Guillaume

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::389306ce8e22473ac1ea6cad8e7c3eb5

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Kniha

A Layered Secret Sharing Scheme for Automated Profile Sharing in OSN Groups.

Autor: Smith, Guillaume, Boreli, Roksana, Kaafar, Mohamed Ali

Publikováno v: Mobile & Ubiquitous Systems: Computing, Networking & Services: 10th International Conference, MOBIQUITOUS 2013, Tokyo, Japan, December 2-4, 2013, Revised Selected Papers; 2014, p487-499, 13p