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Author

Ashish Kumar

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Open access Aug 2026

XP-IDS: an explainable hybrid CNN–XGBoost framework for IoT intrusion detection

The proposed accurate and interpretable framework shows strong potential as an edge-deployable security solution for safeguarding IoT devices and improving cyber resilience.

Prabhav Jain, Aashima Sharma, A. Noonia et al. · 0 citations
Open access Aug 2026

AI-DRIVEN PREDICTIVE MAINTENANCE AND INTELLIGENT MONITORING OF MECHANICAL SYSTEMS USING MACHINE LEARNING AND IOT

An end-to-end predictive maintenance system is proposed for high stress mechanical drivetrain and rotating machinery and the architecture proposed combines an industrial Internet of Things edge sensory network and hybrid machine learning and deep learning pipelines.

Ashish Kumar, Md Mohtab Alam, N. Priya et al. · 0 citations

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