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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

T. Mäkilä

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Review Open access 2026

Security Analysis of LLM-Generated Web API Backends

A security assessment on 75 FastAPI backends generated by three contemporary LLMs revealed a disconnect between functional correctness and secure logic, which is interpreted as a review-risk pattern, which is called the human-in-the-loop paradox.

Abdul Ali Khan, S. Rauti, T. Mäkilä · 0 citations

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