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Author

Prabu Kaliyaperumal

2 papers indexed here

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Open access Oct 2026

Similarity-driven intrusion detection for cloud-centric internet of things networks

Cloud-centric internet of things (IoT) environments continuously generates heterogeneous network traffic, making intrusion detection increasingly challenging as attack behaviors evolve beyond previously observed patterns. Conventional intrusion detection systems (IDS) rely primarily on supervised classification, limiti...

Jawahar Muthusamy, Palani Latha, R. Ponnumani et al. · 0 citations
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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