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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

Antonio Lara-Gutierrez

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Open access Sep 2026

GenPot: A generative honeypot architecture for adaptive web and API interaction

GenPot is presented, a fine-tuned LLM-powered honeypot that integrates command-line, API, and dynamic web interaction to deliver realistic yet non-compromisable environments and is validated through a 14-day in-the-wild deployment and a human-in-the-loop credibility assessment.

Antonio Lara-Gutierrez, Juan Zamorano, J. A. Onieva · 0 citations
Open access Aug 2026

Towards maintainable AI-driven network anomaly and threat detection: a comparative analysis of datasets, preprocessing techniques, and model trade-offs

A comparative experimental study of anomaly and threat detection techniques used in network analysis through a multistep pipeline, demonstrating that hybrid architectures achieve superior generalisation, yet face challenges regarding computational overhead and cross-dataset adaptability.

Antonio Lara-Gutierrez, Carmen Fernandez-Gago, J. A. Onieva · 0 citations

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