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 …

Method and system for secure connected vehicle communication

C Chen, V Kumar - US Patent 11,018,875, 2021 - Google Patents
A method for producing linkage values to be contained within pseudonym digital certificates
of a security credential management system for connected vehicles, including the following …

Privacy-preserving machine learning

P Mohassel, Y Zhang - US Patent 11,562,230, 2023 - Google Patents
New and efficient protocols are provided for privacy-pre serving machine learning training
(eg, for linear regression, logistic regression and neural network using the stochastic …

Optimized private biometric matching

P Rindal - US Patent 11,250,116, 2022 - Google Patents
A homomorphic encryption scheme, such as Paillier encryption in combination with a bit
packing process allows biometric matching at a terminal without exposing a biometric …

Secure re-encryption of homomorphically encrypted data

NK Ratha, K Nandakumar, S Pankanti - US Patent 11,902,424, 2024 - Google Patents
Securely re-encrypting homomorphically encrypted data by receiving fully homomorphically
encrypted (FHE) information from a client device, training a machine learning model using …

Nodes and methods of operating the same

MG Veeningen, PP van Liesdonk - US Patent 11,818,249, 2023 - Google Patents
Various embodiments include a first node for providing a function to a second node for
evaluation, the first node configured to form a first plurality of garbled circuits for the function …

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 …

Secret computation system and method

S Tanaka, R Kikuchi, K Chida - US Patent 11,537,726, 2022 - Google Patents
A secret computation system is a secret computation system for performing computation
while keeping data concealed, and comprises a cyphertext generation device that generates …

Data statistics method and apparatus

H Wang - US Patent 10,749,666, 2020 - Google Patents
A data statistics method and an apparatus thereof, the method comprises: receiving, by a
first processor of the cooperative data party, data identifiers corresponding to pieces of first …