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Chin-Shiuh Shieh

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#federated learning Open access Oct 2026

Multi-dimensional framework for context-aware IDS selection in edge-IIoT

The rapid expansion of Industrial Internet of Things networks has increased the demand for intrusion detection systems that balance accuracy, efficiency, and cost. Most studies have focused on accuracy alone, ignoring practical deployment trade-offs. We propose a multi-dimensional evaluation framework that integrates P...

Raj Kumar Batchu, Sai Kousik Padarthi, Rishitha Nandanapu et al. · 0 citations

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