Systems and methods for efficient computations on split data and split algorithms

G Storm, R Das, BP Gilkalaye - US Patent 12,026,219, 2024 - Google Patents
The disclosed concepts achieve privacy for data operated on by an algorithm in an efficient
manner A method includes receiving a first algorithm subset, receiving a second algorithm …

Systems and methods for encrypting data and algorithms

G Storm, R Das, BP Gilkalaye - US Patent 11,582,203, 2023 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …

Systems and methods for dividing filters in neural networks for private data computations

G Storm, R Das, BP Gilkalaye - US Patent 11,895,220, 2024 - Google Patents
A method includes dividing a plurality of filters in a first layer of a neural network into a first
set of filters and a second set of filters, applying each of the first set of filters to an input of the …

Neural network processing method and server and electrical device therefor

T Ming-Chih, WU Hsin-Lung, JM Lu… - US Patent …, 2024 - Google Patents
A neural network (NN) processing method is provided. An AI (artificial intelligence) compiler
code of an AI compiler is transformed to a garbled circuit code by performing following steps …

Systems and methods for providing a modified loss function in federated-split learning

G Gharibi, R Patel, BP Gilkalaye… - US Patent …, 2022 - Google Patents
Disclosed is a method that includes training, at a client, a part of a deep learning network up
to a split layer of the client. Based on an output of the split layer, the method includes …

Systems and methods for providing a systemic error in artificial intelligence algorithms

G Gharibi, BP Gilkalaye, R Das - US Patent 11,973,743, 2024 - Google Patents
Disclosed is a process for testing a suspect model to determine whether it was derived from
a source model. An example method includes receiving, from a model owner node, a source …

Systems and methods for enabling two parties to find an intersection between private data sets without learning anything other than the intersection of the datasets

BP Gilkalaye, R Das, G Storm - US Patent App. 18/296,689, 2023 - Google Patents
H04L9/32—Cryptographic mechanisms or cryptographic arrangements for secret or secure
communications; Network security protocols including means for verifying the identity or …

Systems and methods for encrypting data and algorithms

G Storm, R Das, BP Gilkalaye - US Patent 12,019,704, 2024 - Google Patents
Abstract Systems, methods, and computer-readable media for achieving privacy for both
data and an algorithm that operates on the data. A system can involve receiving an …

System, method, and computer program product for secure real-time N-party computation

R Sinha, RK Kumaresan, S Gaddam… - US Patent …, 2024 - Google Patents
Described are a system, method, and computer program product for secure real-time n-party
computation. The method includes receiving a first computation input and a first portion of a …

Systems and methods for providing a private multi-modal artificial intelligence platform

G Storm, G Gharibi, R Das - US Patent 12,149,510, 2024 - Google Patents
A system and method are disclosed for providing a private multi-modal artificial intelligence
platform. The method includes splitting a neural network into a first client-side network, a …