Secure computer evaluation of decision trees

DJ Wu, T Feng, M Naehrig, K Lauter - US Patent 9,787,647, 2017 - Google Patents
2014/0040614 A12/2014 Kolesnikov et al. 2014/0041039 A1 2/2014 Saldamli et al.
2014/0089908 AL 3/2014 Dunn et al. 2014/0108435 A1* 4/2014 Kolesnikov. GO6F 7/24 …

Secure computer evaluation of k-nearest neighbor models

T Feng, DJ Wu, M Naehrig, K Lauter - US Patent 9,825,758, 2017 - Google Patents
A user device and one or more server computers securely evaluate a k-nearest neighbor
model, with reasonable computation speed and bandwidth utilization, using a combination …

Methods for protecting data

JJ Stapleton - US Patent 11,308,234, 2022 - Google Patents
Abstract Systems and methods utilized to protect data. One method includes maintaining, by
one or more processing circuits in a production environment, encrypted data associated with …

Homomorphic inference device, homomorphic inference method, computer readable medium, and privacy-preserving information processing system

R Hiromasa - US Patent 11,522,671, 2022 - Google Patents
(57) ABSTRACT A range determination unit (412) takes as input an input ciphertext C;
resulting from encrypting input data, deter mines whether a value obtained from the input …

Homomorphic encryption device and ciphertext arithmetic method thereof

M Youngsik, H Son - US Patent 11,483,128, 2022 - Google Patents
A homomorphic encryption device includes: a recryption parameter generating circuit, a
recryption circuit, and an arithmetic circuit. The recryption parameter generating circuit is …

Methods for protecting data

JJ Stapleton - US Patent 11,790,106, 2023 - Google Patents
Abstract Systems and methods utilized to protect data. One method includes maintaining, by
a first processing circuit in a production database of a production environment system …

Private benchmarking cloud service with enhanced statistics

K Becher, A Schramm, A Schroepfer - US Patent 11,050,725, 2021 - Google Patents
Embodiments allow comparison of key figures (eg, costs, lead times) between different
entities in a privacy-preserving manner, utilizing secure multi-party computation (MPC) …

Apparatus and method for generating ciphertext data with maintained structure for analytics capability

D Gou, HK PATIL - US Patent 11,558,176, 2023 - Google Patents
(57) A method for providing ciphertext data by a first computing device having memory
includes obtaining, from the memory, plaintext data having a structure; providing the …