Author

Guillermo Francia

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Conference Jul 2026

Governance-Aware, Privacy-Preserving Retrieval-Augmented Large Language Models for Clinical Triage Decision Support

Large Language Models (LLMs) offer significant potential for clinical decision support, but their deployment is constrained by hallucination, privacy risks, and limited interpretability. Retrieval-Augmented Generation (RAG) improves reliability by grounding outputs in patient-specific electronic health records (EHRs);...

A. K. I. Riad, Md Abdul Barek, Hossain Shahriar et al. · International Conference on... · 0 citations

Conference Jul 2026

A Comparative Analysis of Security Vulnerabilities and Defense Mechanisms in Large Language Models

Large Language Models (LLMs) are now deployed at an unprecedented scale across many critical sectors, rapidly transitioning from experimental AI tools to embedded components of production software systems. This accelerated adoption, often enabled by low-code integrations, has lowered technical barriers while simultaneo...

Md Abdul Barek, Md Bajlur Rashid, A. K. I. Riad et al. · Annual International Compute... · 0 citations