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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ruilong Deng

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Open access 2026

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

High integration of Renewable Generation Units (RGUs), such as photovoltaic panels and wind turbines, is transforming modern power systems while also creating new cyber-attack surfaces due to the widespread adoption of Internet of Things (IoT) technologies. Understanding this emerging threat and its underlying impact m...

Yifan 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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