Hybrid DeepXAI Fusion Network for Interpretable Big Data Analytics and Secure Cloud Decision-Making Systems
The Hybrid DeepXAI Fusion Network combines CNNs, Transformers, and GNNs to fuse temporal, relational, and contextual data for better big data analytics. It integrates explainability modules like CAM and an explainable loss function for transparency. Deployed in a secure federated cloud using homomorphic encryption and blockchain auditing, the framework achieves high accuracy while ensuring privacy and accountability.