Functional Encryption with Oblivious Helper

Pierre-Alain Dupont 1, 2, 3 David Pointcheval 1, 2
1 CASCADE - Construction and Analysis of Systems for Confidentiality and Authenticity of Data and Entities
DI-ENS - Département d'informatique de l'École normale supérieure, CNRS - Centre National de la Recherche Scientifique : UMR 8548, Inria de Paris
Abstract : Functional encryption is a nice tool that bridges the gap between usability and privacy when providing access to huge databases: while being encrypted, aggregated information is available with a fine-tuned control by the owner of the database who can specify the functions he allows users to compute on the data. Unfortunately, giving access to several functions might leak too much information on the database, since once the decryption capability is given for a specific function, this is for an unlimited number of ciphertexts. In the particular case of the inner-product, if rows or records of the database contain ` fields on which one got ` independent inner-product capabilities, one can extract all the individual fields. On the other hand, the major applications that make use of inner-products, such as machine-learning, need to compute many of them. This paper deals with a practical trade-off in order to allow the computation of various inner-products, while still protecting the confidentiality of the data. To this aim, we introduce an oblivious helper, that will be required for any decryption-query, in order to control the leakage of information on the database. It should indeed learn just enough information to guarantee the confidentiality of the database, but without endangering the privacy of the queries.
Type de document :
Communication dans un congrès
ASIA CCS'17, Apr 2017, Abu Dhabi, United Arab Emirates. Proceedings of the 12th ACM Symposium on Information, Computer and Communications Security, 2017, 〈10.1145/3052973.3052996〉
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https://hal.inria.fr/hal-01470375
Contributeur : Pierre-Alain Dupont <>
Soumis le : vendredi 17 février 2017 - 13:04:14
Dernière modification le : jeudi 26 avril 2018 - 10:29:11

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Pierre-Alain Dupont, David Pointcheval. Functional Encryption with Oblivious Helper. ASIA CCS'17, Apr 2017, Abu Dhabi, United Arab Emirates. Proceedings of the 12th ACM Symposium on Information, Computer and Communications Security, 2017, 〈10.1145/3052973.3052996〉. 〈hal-01470375〉

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