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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

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Ivan Porres

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Open access Oct 2026

On the Role of Large Language Models in Robustness-Guided Requirement Falsification

Robustness-guided falsification supports the validation of cyber-physical systems by searching for system traces that violate formal temporal requirements. Existing falsification methods typically treat candidate generation as a numerical search over the input space, guided by quantitative robustness feedback. This pap...

Ali Kaya, Ivan Porres · 0 citations

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