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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Vanitha Murugesan

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Open access Sep 2026

CA-AFiD: A Context-Aware Adaptive Federated Intrusion Diagnosis for Heterogeneous IoT–Fog–Cloud Environments

The increasing heterogeneity of Internet of Things (IoT) environments makes intrusion diagnosis challenging because device behaviours, traffic patterns, and attack distributions can vary across deployment conditions, while data-locality requirements limit centralized access to network data. This study proposes CA-AFiD...

Ashutosh Shankhdhar, Vanitha Murugesan, Thenmozhi Elumalai et al. · 0 citations

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