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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

Author

Didit Widiyanto

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Open access Aug 2026

Characterization of Network Traffic Features for Intrusion Detection in IoMT Cybersecurity

This study characterizes the MedSec-25 dataset and identifies influential network-flow features for stage-aware IoMT intrusion detection and provides a practical IDS design guideline: an auditable pre-filter followed by a nonlinear classifier, assessed with MCC and AUPRC to better reflect minority attack stages.

B. Hananto, Ridwan Raafi’udin, Didit Widiyanto · 0 citations

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