公开(公告)号：US20240394407A1

公开(公告)日：2024-11-28

申请号：US18324484

申请日：2023-05-26

Applicant: Adobe Inc.

Inventor： Sunav Choudhary ,  Subrata Mitra ,  Sanjay Sukumaran ,  Priyanshu Yadav ,  Munish Gupta ,  Jashn Arora ,  Iftikhar Ahamath Burhanuddin ,  Gautam Choudhary ,  Atharv Tyagi

IPC: G06F21/62

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that implements a secure distributed data collaboration architecture for generating synthetic datasets. For example, the disclosed system sends a request to perform a data collaboration with a first dataset of a first local node and a second dataset of a second local node. The disclosed system receives intermediate feature maps from the local nodes that correspond with the datasets and generates a combined feature map. Further, the disclosed system generates a synthetic dataset from the combined feature map by utilizing a central generative model. Moreover, the synthetic dataset generated by the disclosed system is statistically representative of the first dataset and the second dataset.