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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

Ruilong Deng

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Open access 2026

Enhancing cyber resilience of high-renewable power systems: Threat pathways and targeted countermeasures

This study presents MRGIoT (Manipulation of Renewable Generation via IoT botnet), a framework designed to evaluate which RGUs are most significant to the supply-demand balance and potentially capable of causing grid disruption, and clear and actionable guidance for strengthening the security and resilience of future ne...

Yi-Fan Liu, Mengxiang Liu, Wenxuan Ma et al. · 0 citations
Open access Aug 2026

Hierarchical Sensor-Spoofing Defence Framework for Networked DC Microgrids via Cyber-Physical Coordination

In parallel to the cyber attack that manipulates the reference points of distributed energy resources (DERs) by maliciously accessing the remote monitoring and control system, the vulnerability of voltage/current sensors to electromagnetic interference (EMI) in the physical domain has been widely discussed. Existing re...

Meng-Xiang Liu, Xin Zhang, Shi-Yi Zhao et al. · 0 citations
Open access Jul 2026

Breaking Flow-Matching Embodied Policies with Trajectory-Coupled Adversarial Perturbations

Results support a bounded conclusion: flow-rollout coupling provides additional optimization signal for the evaluated $\tau$-indexed ordinary differential equation (ODE) rollouts, but broader architectural generalization and defense effectiveness require future extensive studies.

Mengxiang Liu, Ruilong Deng, Rong Guo et al. · 0 citations

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