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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

Xin Peng

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Open access Sep 2026

Towards socio-cyber-physical systems: a software perspective amid AI breakthroughs

Software technology is undergoing a paradigm shift driven by two converging trends. First, the scope of software responsibility has expanded significantly: as “software-defined everything” becomes a reality, software has evolved into the integration core of sociocyber-physical systems (SCPSs). Second, the capabilities...

Assia Belbachir, M. Blake, Jin-Song Dong et al. · 0 citations
Preprint Aug 2026

SkillSentry: Reliable Skill Execution for LLM Agents via Runtime Assurance

SkillSentry is proposed, a skill-oriented runtime assurance framework built upon a new domain-specific language (DSL) for representing runtime guidance for skill execution that improves the task success rate of LLM agents by 24.1% across skills, on average, while exhibiting lower variability across repeated runs.

You Lu, Xinyu Huang, Bi-Huan Chen et al. · 1 citation
Jul 2026

ProfMalPlus: Agent-Coordinated Detection of Malicious NPM Packages via Static-Dynamic Analysis Synergy

ProfMalPlus, a malicious NPM package detector combining object-sensitive behavior graphs with coordinated LLM reasoning over annotated code slices, is proposed, a malicious NPM package detector combining object-sensitive behavior graphs with coordinated LLM reasoning over annotated code slices.

Yiheng Huang, Zhijia Zhao, Bihuan Chen et al. · 1 citation

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