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Open access Sep 2026

Federated multimodal artificial intelligence framework for privacy-preserving smart infrastructure towards smart city

Smart infrastructure systems in urban areas, such as transportation systems, energy networks, and building control systems, integrate vast amounts of multimodal data that are essential for operational intelligence and for addressing the challenges of developing smart and sustainable cities. But centralized learning par...

Munikumar Pindi, U. Kose · 0 citations
Open access Aug 2026

Explainable AI for Adaptive Security in Regulated Environments: A Unified Framework Integrating Federated Risk-Based Authentication and Privacy-Preserving On-Premises LLM Deployment

A unified Explainable AI (XAI) security framework that synthesizes federated learning-enhanced Dynamic Risk-Based Authentication with privacy-preserving on-premises Large Language Model (LLM) deployment into a cohesive, compliance-native paradigm is proposed.

Ashok Kumar, U. Kose · 0 citations

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