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Author

K. Ashwini

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Open access Jul 2026

GAS LEAKAGE AND FIRE DETECTION AND FIRE DETECTION +SMR NOTIFICATION

Gas leakage and fire accidents represent major safety threats in residential buildings, commercial establishments, industrial facilities, laboratories, kitchens, warehouses, and other enclosed environments where combustible gases and ignition sources are present. Conventional safety mechanisms frequently depend on isol...

M. Venkatesh, K. Ashwini, Punnapuredd Y Roja et al. · 0 citations
Conference Jul 2026

Efficient Machine Learning Approaches for Intrusion Detection Systems in Cyber Security

The rapid expansion and spread of networked systems and digital services has tremendously expanded the complexity and frequency of cyberattacks, and conventional security tools are no longer relevant to contemporary cyber threats. Intrusion Detection Systems (IDS) are very important in detection of malicious activities...

K. Ashwini, M. Supriya · 0 citations
#edge computing Open access Aug 2026

Post quantum blockchain framework using probabilistic hidden state deep learning for smart IoT systems

Scalability analysis demonstrates that the proposed Post-Quantum Probabilistic Hidden-State Deep Learning framework, evaluated with run on IoT networks with over 1000 nodes, exhibits significant performance.

T. G. Keshavamurthy, S. Guruprasad, K. Hareesh et al. · 0 citations

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