The increasing significance of distributed data processing services draws attention to the need to develop security solutions that are tailored to meet the requirements of these types of systems. In light of this, the work discussed here suggests a novel approach to implementing a flexible security framework for data processing services in a dispersed environment. The capacity to provide support for large-scale, mediumsized, and small and medium-sized corporate data analytic services is one of the most critical aspects of the framework that has been proposed. The digital signature and a hybrid encryption system that uses modified attribute-based encryption form the basis of the cryptographic backbone of the proposed architecture. This article offers the results of performance testing and provides an overview of the conceptual design of the framework.

Security, Big Data Security, SMART Security Platform.