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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

Md. Mujibur Rahman

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#federated learning Review Open access Sep 2026

A Comprehensive Review on Federated and Incremental Learning in Spatial Crowdsourcing Systems

Spatial Crowdsourcing (SC) coordinates workers and requesters through personal mobile devices to complete location‐dependent tasks in real time. The combination of continuous worker mobility, self‐interested participants, and real‐time service requirements creates a learning environment that is more adversarial, more...

Md. Mujibur Rahman, Q. Mamun, Michael Bewong et al. · 0 citations
Open access Jul 2026

Latency aware trust weighted federated intrusion detection for secure 6G vehicular IoT

The results show that the proposed framework remains robust under heterogeneous data, adversarial updates, and latency constraints while providing better visibility into minority-attack detection.

Q. Mamun, Md. Mujibur Rahman, Mehedi Hasan et al. · 0 citations

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