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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

Cristian Cadar

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Open access Oct 2026

Repair-Driven Greybox Fuzzing

We present repair-driven greybox fuzzing, a new approach to greybox fuzzing that combines the strengths of unstructured, byte-level input mutation and grammar-guided input generation. By increasing input diversity while preserving input validity, repair-driven fuzzing promises to improve bug-finding ability for systems...

Bachir Bendrissou, Alastair F. Donaldson, Cristian Cadar · 0 citations
Jul 2026

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences

DiffTestGen is presented, a novel change-directed, LLM-based differential testing approach specifically designed to expose behavioral differences introduced by a code change and it is shown that the identified behavioral differences can be used to detect regression bugs missed by the best existing approaches.

Huimin Hu, Cristian Cadar, Michael Pradel · 0 citations

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