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Author

Asker Shariff Subahan

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Conference Aug 2026

Retrieval-Augmented Generation (RAG): Architectures, Evaluation Metrics, and Security Challenges in Large Language Models

Retrieval-Augmented Generation (RAG) is a sophisticated approach employed to enhance the efficiency of Large Language Models (LLMs). Most of the existing LLMs primarily rely on pre-trained data, which can be either obsolete or insufficient at times, hence providing suboptimal outcomes. To mitigate this problem, RAG beg...

Asker Shariff Subahan, S. Khan, Sourav Sarkar et al. · 0 citations
Conference Aug 2026

Adaptive AI-Driven Zero-Trust Security for Cloud-Native Enterprise Systems

Background: The traditional model of network perimeter, where traffic within organizational borders may be trusted, is structurally incapable of cloud-oriented and distributed enterprise systems. Combined with containerized microservices, multi-cloud implementation, remote work, and interconnectedness of supply chains...

Asker Shariff Subahan, Selvamurugan Ramamoorthy, Manikandan Mylsamy et al. · 0 citations

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