Author

G. Sudhakaran

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Open access Sep 2026

Beyond text: quantifying the impact of figure-guided retrieval in biomedical RAG systems

Retrieval-Augmented Generation (RAG) has been established as a reliable paradigm for grounding large language model (LLM) outputs in factual evidence, acting as a safeguard in high-stakes domains such as biomedicine, where hallucination carries significant consequences. However, existing biomedical RAG systems rely...

Raghav Kishore Venkatesh, G. Sudhakaran, C. U. Om Kumar · Frontiers in Artificial Inte... · 0 citations

Open access Jul 2026

A quantum enhanced neuro symbolic intrusion detection system for software defined networking.

NeuroTwin QIDS is proposed, a novel quantum-enabled neuro-IDS for SDN that uses a novel Neuro-Symbolic Feature Pruning (NSFP) approach involving Graph Attention Networks (GAT) and policy-aware symbolic pruning to guarantee the statistical relevancy and defensibility of features used to represent anomalies.

D. Lynda, G. Logeswari, K. Tamilarasi et al. · Scientific Reports · 0 citations