Logistic regression model training based on the approximate homomorphic encryption
نویسندگان
چکیده
منابع مشابه
Homomorphic Encryption for Arithmetic of Approximate Numbers
We suggest a method to construct a homomorphic encryption scheme for approximate arithmetic. It supports an approximate addition and multiplication of encrypted messages, together with a new rescaling procedure for managing the magnitude of plaintext. This procedure truncates a ciphertext into a smaller modulus, which leads to rounding of plaintext. The main idea is to add a noise following sig...
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In this paper, we first introduce a new concept of approximate lattice problem (ALP), which is an extension of learning with errors (LWE). Next, we propose two ALP-based public key encryption schemes. Then, we construct two new fully homomorphic encryption scheme (FHE) based on respectively approximate principal ideal lattice problem with related modulus (APIP-RM) and approximate lattice proble...
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ژورنال
عنوان ژورنال: BMC Medical Genomics
سال: 2018
ISSN: 1755-8794
DOI: 10.1186/s12920-018-0401-7