International Business Machines Corporation
Maintaining data protection compliance and data inference from data degradation in cross-boundary data transmission using containers

Abstract:

A computer-implemented method includes: receiving, by a computing device, a container from a data requester server for processing data as part of an inference analysis; attaching, by the computing device, an input data volume and an output data volume associated with the container; processing, by the computing device, input data stored in the input data volume to produce output data; attaching, by the computing device, the output data in the output data volume; detaching, by the computing device, the input data volume based on attaching the output data to the output data volume; determining, by the computing device, whether sensitive data exists in the output data volume; and providing, by the computing device, the output data volume to the data requester server based on the determining that sensitive data does not exist in the output data volume.