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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

Yuekun Wang

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Book Open access Oct 2026

Refine2Diff: Detecting Protocol Specification–Implementation Inconsistencies via Specification-Driven Code Refinement

Detecting specification–implementation inconsistencies is critical and fundamentally challenging due to the semantic gap between natural-language specifications and executable code. Existing approaches often require substantial manual effort to translate specification requirements into formal properties for verificatio...

Yue-Kun Wang, Li-Li Quan, Xiao-Fei Xie · 0 citations
Review Aug 2026

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests

The results show that access to repository history is insufficient: concealment becomes most effective when benign and malicious changes jointly occupy the auditor's active review context or when the stated purpose plausibly accounts for the attack-bearing diff.

Yuekun Wang, Ming-Fei Cheng, Xiao-Fei Xie · 0 citations

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