公开(公告)号：US20240232582A1

公开(公告)日：2024-07-11

申请号：US18491172

申请日：2023-10-20

申请人： ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

发明人： Dong-Hyun KIM ,  Nam-Hyeong KIM ,  Sang-Hun KIM ,  Yo-Han LIM

IPC分类号： G06N3/0455 ,  H04L9/00

CPC分类号： G06N3/0455 ,  H04L9/008

摘要： Disclosed herein are an apparatus and method for a secure online deep-learning model service. A client apparatus for the secure online deep-learning model service includes memory in which a secure input network and a secure output network generated in advance based on a deep-learning model provided from a server and at least one program are recorded and a processor for executing the program. The program may perform generating an input vector by passing user data through the secure input network, transmitting the input vector to the server, receiving an output vector acquired by passing the input vector through the hidden network of the deep-learning model from the server, and generating output data by passing the received output vector through the secure output network.