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Author

A. Agade

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Conference Jul 2026

Architecting Explainable Artificial Intelligence Systems for Transparent Reasoning in Safety-Critical Applications

The surging deployment of Artificial Intelligence (AI) systems across safety-critical sectors — namely healthcare diagnostics, autonomous driving, aircraft regulation, and industrial automation — has resulted in a burgeoning need for transparent decision-making frameworks capable of justifiability and accountability. T...

Sajjan Choudhuri, A. Agade, Rahul Reddy Gouravaram et al. · 0 citations
Conference Jul 2026

Federated Learning Approaches for Cross-Institutional Threat Detection Without Data Sharing Collaborative ML models for Financial Cybersecurity that Preserve Privacy

The sophistication of cyber threats targeting financial institutions continues to grow, necessitating the need for collaborative intelligence-sharing mechanisms that cross organizational boundaries but with a strict focus on protecting data confidentiality. Conventional centralized machine learning methods involve movi...

A. Agade, Samta Balpande · 0 citations
Conference Jul 2026

Autonomous Multi-Step Workflow Orchestration using an Agentic AI Framework in Cloud-Edge Enterprises

Cloud-edge computing environments are evolving rapidly, requiring orchestration mechanisms that may automatically construct and manage complex multi-step workflows with little human intervention. We introduce a framework for the agentic AI and how it should be able to orchestrate an autonomous end-to-end workload of cl...

Shiza Arshad, Anusha Joodala, A. Agade et al. · 0 citations

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