Author

D. Cotroneo

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#artificial intelligence Preprint Sep 2026

What is the Difference Between Me and You? Benchmarking the Quality Gap Between Human-Written and AI-Generated Code

This work compares human-written and AI-generated code at scale, characterize structural complexity and statistical naturalness, and map static-analysis findings onto Orthogonal Defect Classification for defects and the Common Weakness Enumeration for vulnerabilities, making authors and languages directly comparable.

Cristina Improta, Pietro Liguori, D. Cotroneo · 0 citations

#software testing Preprint Sep 2026

Beyond Fixed Fault Models: Comparing LLM-Based and Rule-Based Fault Injection in OpenStack

It is shown that LLM-based fault injection extends the behavioral coverage of fixed fault models without establishing general superiority, and that practical adoption still requires controlled generation, runtime validation, system-level oracles, and reproducible experimental provenance.

G. De Rosa, Pietro Liguori, D. Cotroneo · 0 citations