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Privacy-Enhanced Machine Learning with Functional Encryption [PDF]

open access: yesLecture Notes in Computer Science, 2019
Functional encryption is a generalization of public-key encryption in which possessing a secret functional key allows one to learn a function of what the ciphertext is encrypting.
Tilen Marc   +2 more
exaly   +2 more sources

Encrypted data ordering with functional encryption

2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018
For security and privacy, often the user's data are stored on a cloud storage server in an encrypted form. Such data however, are required to be processed in terms of search queries, aggregation, clustering or classification. For better data analysis, the stored data on the server and a result of the processed data should be in lexicographic order. The
Dhruti Sharma, Devesh C. Jinwala
openaire   +1 more source

Two-Input Functional Encryption for Inner Products from Bilinear Maps [PDF]

open access: yesIEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2018
Functional encryption is a new paradigm of public-key encryption that allows a user to compute $f(x)$ on encrypted data $CT(x)$ with a private key $SK_f$ to finely control the revealed information.
Kwangsu Lee, Dong Hoon Lee
exaly   +2 more sources

Functional Encryption with Oblivious Helper

Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017
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.
Dupont, Pierre-Alain, Pointcheval, David
openaire   +1 more source

A Definitional Framework for Functional Encryption

2015 IEEE 28th Computer Security Foundations Symposium, 2015
Functional encryption (FE) is a powerful generalization of various types of encryption. We investigate how FE can be used by a trusted authority to enforce access-control policies to data stored in an untrusted repository. Intuitively, if (functionally) encrypted data items are put in a publicly-readable repository, the effect of the encryption should ...
Christian Matt 0002, Ueli Maurer
openaire   +1 more source

Embedding Lemmas for Functional Encryption

2018 International Symposium on Information Theory and Its Applications (ISITA), 2018
Functional encryption is an extension of the ordinary public key encryption where decryption results vary depending on the functions (or key attributes) associated to secret keys. In this paper, we show an embedding lemma for functional encryption, which provides a sufficient criterion for implication from one FE to FE with another function class.
Ryo, Kato   +9 more
openaire   +1 more source

Function-Revealing Encryption

2018
Multi-input functional encryption is a paradigm that allows an authorized user to compute a certain function-and nothing moreover multiple plaintexts given only their encryption. The particular case of two-input functional encryption has very exciting applications, including comparing the relative order of two plaintexts from their encrypted form ...
Joye, Marc, Passelègue, Alain
openaire   +2 more sources

M-Sel: A Message Selection Functional Encryption from Simple Tools [PDF]

open access: yesLecture Notes in Computer Science
In this paper, we put forward a new practical application of Inner-Product Functional Encryption (IPFE) that we call Message Selection functional encryption (M-Sel) which allows users to decrypt selected portions of a ciphertext.
Ahmad Khoureich Ka
exaly   +1 more source

Streaming Functional Encryption

2023
Jiaxin Guan, Alexis Korb, Amit Sahai
openaire   +2 more sources

Predicate Encryption and Functional Encryption

2021
Seong Oun Hwang, Intae Kim, Wai Kong Lee
openaire   +1 more source

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