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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

Vincenzo Sammartino

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Conference Open access Sep 2026

DOS Classification, and Virtual Machine Detection via Passive Monitoring through Security Twins

The security twin (ST) paradigm is an emerging framework for dynamically modeling and defending complex cyber-physical systems. This paper extends NotLine, a fully automated, non-intrusive ST construction platform with three mechanisms. First, a lightweight statistical engine based on the numerically stable Welford alg...

Vincenzo Sammartino, Fabrizio Baiardi, Salvatore Ruggieri · 0 citations
Preprint Sep 2026

Consensus and Factual Dynamics in Large Populations of Interacting Language Models

Large Language Model (LLM) agents are increasingly deployed as populations of interacting entities, in which consensus --agreement on a shared answer-- emerges as a collective, unengineered behaviour. Prior work on LLM consensus shows that agents can cross-verify their answers and converge towards more factual response...

Emanuele Ricco, Elia Onofri, Vincenzo Sammartino et al. · 0 citations

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