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Author

Kanika Rawat

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Open access Aug 2026

An explainable hierarchical Fog–Cloud intrusion diagnosis framework for IoT ecosystems under imbalanced traffic conditions

The increasing heterogeneity and scale of Internet of Things (IoT) ecosystems have intensified cybersecurity challenges associated with highly imbalanced traffic distributions, evolving attack patterns, and resource-constrained deployment environments. Conventional cloud-centric intrusion detection systems often intr...

Ashutosh Shankhdhar, A. Sivakumaran, Nithya Rekha Sivakumar et al. · 0 citations

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