Large Language Models have revolutionised intelligent information systems by offering human-like reasoning, contextual comprehension, and natural language creation capabilities to a range of applications. But traditional LLMs suffer from major limitations: stale knowledge, delusion, limited domain competence, and inabi...
Pravin P, Rajesh Thonduru, Sai Reddy Mandala et al.· 2026 6th International Confe...· 0 citations
Chest X-ray automated pneumonia detection is an important research field in medical image analysis. While DCNNs have been successful on benchmark datasets, many models fail to perform as well over different datasets when there is domain shift. To this end, this paper proposes a cross-dataset pneumonia classification me...
Ayyadurai M, Pravin P, Guru Shankar J et al.· 2026 International Conferenc...· 0 citations
The number of digital communications and cloud infrastructure is rising rapidly, cyber attacks have become much more advanced and frequent. Conventional approaches for intrusion detection cannot detect the evolving threats due to highly dimensional traffic patterns and complex attacker behavior. To tackle these issues,...
Pravin P, Kuldeep Chowdary Raavi, Meher Deepika Uppaluri et al.· 2026 7th International Confe...· 0 citations
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