An Explainable Decision Intelligence Architecture for Secure Data Sharing and Risk-Aware Resource Governance
The proposed framework combines hierarchical federated learning with multimodal data analysis, Self-Sovereign Identity, group signatures, differential privacy, SHAP based explanations, Siamese fine-tuning, and Pareto-based optimization.
M. A. Kashem, Md. Rahimul Islam, Nakshi Das et al.
· International Journal of Inn... · 0 citations