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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

Ryan Wojciechowski

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Conference Jul 2026

From Jargon to Action: Evaluating Open-Weight LLMs for Plain Language Summaries of Pentest Reports

Penetration testing reports are a critical artifact in the cybersecurity workflow, yet their technical complexity frequently limits their utility for non-specialist stakeholders involved in risk remediation decisions. This paper investigates the feasibility of using four open-weight large language models, DeepSeek-r1:3...

Prerit Datta, M. Islam, Ryan Wojciechowski · 0 citations

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