Post-quantum migration for constrained IoT devices is usually assessed one primitive at a time, so little is known about how a complete protocol behaves once deployed. This study examines a post-quantum authenticated-encryption construction combining ML-KEM key establishment, curve-based masking, and ML-DSA or Falcon s...
The optimized Aceclofenac gel avoids the first pass metabolism, and it showed a significantly enhanced permeability through the porcine skin and good stability.
Sangeetha Govindarajan, Sushmitha Narayanappa, Makeshwar Periya Samy et al.· International Journal of Adv...· 0 citations
Data streams in the real world often display severe class imbalance, with a critical under-representation of minority-class instances, resulting in biased and unreliable classification results from conventional deep learning frameworks. We introduce a new Imbalance-Resilient Deep Classification Framework that is define...
Soma Sekhar Gaddipati, T. Lakshmi, Nithya Krishnan et al.· 2026 International Conferenc...· 0 citations
In fast-evolving software systems, effective 'natural language requirements parsing' and downstream change effect analysis capability across a multitude of codes represents low-hanging-fruit in this regard. We present a structured framework to deploy Large Language Models (LLMs) for automating two essential software en...
Nithya Krishnan, Kumaran Ramanujam, Suresh Babu Narra et al.· 2026 International Conferenc...· 0 citations
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