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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

Zhen-Bin Guo

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Open access 2026

Cost-Constrained Incentive Mechanism for Federated Learning

: Federated learning (FL) is an effective solution to address the problem of data silos, where multiple clients collaborate to train a model. Model training itself consumes significant communication and computational resources, implying that significant economic compensation needs to be paid to incentivize clients to p...

Shi-Hong Wu, Zhen-Bin Guo, Yu-Chuan Luo et al. · 0 citations
2026

One-to-Many Authentication and Key Agreement Scheme With Desynchronization Resilience and Forward Secrecy for Multi-Device IoT

Lightweight authentication schemes based on pre-shared keys (PSK) are widely adopted to secure data access and preserve privacy in the Internet of Things (IoT). However, ensuring forward secrecy in the event of PSK compromise remains a fundamental challenge. Although credential update mechanisms can provide dynamic aut...

Zhen-Bin Guo, Shi-Hong Wu, Yu-Chuan Luo et al. · 0 citations

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